75 results on '"Margari N"'
Search Results
2. Molecular epidemiology of HPV infection using a clinical array methodology in 2952 women in Greece
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Tsiodras, S., Hatzakis, A., Spathis, A., Margari, N., Meristoudis, C., Chranioti, A., Kyrgiou, M., Panayiotides, J., Kassanos, D., Petrikkos, G., Nasioutziki, M., Loufopoulos, A., Paraskevaidis, E., and Karakitsos, P.
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- 2011
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3. A NEW REPORTING SYSTEM FOR ENDOMETRIAL CYTOLOGY: FP5-2
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Margari, N., Pouliakis, A., Koureas, N., Terzakis, E., Bilirakis, E., Panayiotidis, I., and Karakitsos, P.
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- 2015
4. CLASSIFICATION OF ENDOMETRIAL LESIONS BY NUCLEAR MORPHOMETRY FEATURES EXTRACTED FROM LBC SAMPLE: STS2-5
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Karakitsos, P., Margari, N., and Pouliakis, A.
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- 2015
5. Fine needle aspiration cytology of nodular thyroid lesions: a 2-year experience of the Bethesda system for reporting thyroid cytopathology in a large regional and a university hospital, with histological correlation
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Mastorakis, E., Meristoudis, C., Margari, N., Pouliakis, A., Leventakos, K., Chroniaris, N., Panayiotides, I., and Karakitsos, P.
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- 2014
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6. Multicentric assessment of cervical HPV infection co-factors in a large cohort of Greek women
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Mnimatidis, P. Pouliakis, A. Valasoulis, G. Michail, G. Spathis, A. Cottaridi, C. Margari, N. Kyrgiou, M. Nasioutziki, M. Daponte, A. Dinas, K. Paraskevaidis, E. Panayiotides, I. Koutsouris, D.-D.
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Purpose of Investigation: Despite the general principle that persistent high risk human papillomavirus (hr-HPV) infection may progressively cause cervical cancer (CxCa), demographic aspects may still identify groups at high risk for HPV infection and consequently for precancerous lesions. The role of demographic parameters on cervical status, the diagnostic accuracy of cytology, HPV genotyping, and their possible combinations, were investigated in this study. Materials and Methods: 11,072 women from diverse locations across Greece participated in the study. Liquid Based Cytologic (LBC) assessment was followed, when necessary, by HPV-genotyping and histologic confirmation. Demographic characteristics were also assessed. Results: Life style parameters such as age, number of sexual partners, condom use, parity and marital status, education level, and combination of smoking/condom use, were significant factors for CIN2+ lesions (p < 0.05). For LSIL+ detection, cytology had maximum sensitivity: 96.90%, HPV-typing: 72.55% and co-testing: 98.97%, for HSIL+ detection: 98.49%, 92.22%, and 99.55% respectively. Conclusions: There are notable relationships between lifestyle, demographic details, and cervical status. Despite the differences in sensitivity and specificity levels, co-testing might offer some marginal improvement in the detection of particular pre-cancerous conditions. ©2020 Mnimatidis et al.
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- 2020
7. Radial basis function artificial neural network for the investigation of thyroid cytological lesions
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Fragopoulos, C. Pouliakis, A. Meristoudis, C. Mastorakis, E. Margari, N. Chroniaris, N. Koufopoulos, N. Delides, A.G. Machairas, N. Ntomi, V. Nastos, K. Panayiotides, I.G. Pikoulis, E. Misiakos, E.P.
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Objective. This study investigates the potential of an artificial intelligence (AI) methodology, the radial basis function (RBF) artificial neural network (ANN), in the evaluation of thyroid lesions. Study Design. The study was performed on 447 patients who had both cytological and histological evaluation in agreement. Cytological specimens were prepared using liquid-based cytology, and the histological result was based on subsequent surgical samples. Each specimen was digitized; on these images, nuclear morphology features were measured by the use of an image analysis system. The extracted measurements (41,324 nuclei) were separated into two sets: the training set that was used to create the RBF ANN and the test set that was used to evaluate the RBF performance. The system aimed to predict the histological status as benign or malignant. Results. The RBF ANN obtained in the training set has sensitivity 82.5%, specificity 94.6%, and overall accuracy 90.3%, while in the test set, these indices were 81.4%, 90.0%, and 86.9%, respectively. Algorithm was used to classify patients on the basis of the RBF ANN, the overall sensitivity was 95.0%, the specificity was 95.5%, and no statistically significant difference was observed. Conclusion. AI techniques and especially ANNs, only in the recent years, have been studied extensively. The proposed approach is promising to avoid misdiagnoses and assists the everyday practice of the cytopathology. The major drawback in this approach is the automation of a procedure to accurately detect and measure cell nuclei from the digitized images. © 2020 Christos Fragopoulos et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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- 2020
8. Machine learning for gastric cancer detection a logistic regression approach
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Pouliakis, A. Foukas, P. Triantafyllou, K. Margari, N. Karakitsou, E. Damaskou, V. Koufopoulos, N. Zoi, T. Nifora, M. Gouloumi, A.-R. Panayiotides, I.G. Tzivras, M.
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The objective of this study is the investigation of the potential value of a logistic regression model for the classification of gastric cytological data. The model was based on the morphological features of cell nuclei. The aim was the discrimination of benign from malignant nuclei and subsequently patients. Cytological images of gastric smears were analyzed by an image analysis system capable to extract cell nuclear features. Measurements from 50% of the patients were selected as a training set for model creation, while the measurements from the remaining patients were used as test set to validate the results. Furthermore, a model for the classification of individual patients, based on the classification of their cell nuclei has been developed. This approach set gave a correct classification at the level of 90% on the training and test sets on the nuclear level. Concluding the application of morphometric feature selection in combination with logistic regression may offer useful and complementary information about the potential of malignancy of gastric nuclei and patient cases. © 2020 International Journal of Abdominal Wall and Hernia Surgery. All rights reserved.
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- 2020
9. USING A WEB-BASED SYSTEM FOR THE CONTINUOUS DISTANCE EDUCATION IN THIN-PREP CYTOLOGY: FP 1.084
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Stergiou, N., Pouliakis, A., Georgoulakis, I., Anninos, D., Margari, N., Panayiotides, I., and Karakitsos, P.
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- 2008
10. Application of Immunocytochemistry on Cell Block Sections for the Investigation of Thyroid Lesions
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Margari, N. Giovannopoulos, I. Pouliakis, A. Mastorakis, E. Gouloumi, A.R. Panayiotides, I.G. Karakitsos, P.
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Objective: To investigate the potential of Classification and Regression Trees (CARTs) for the diagnosis of thyroid lesions based on cell block immunocytochemistry and cytological outcome. Study Design: A total of 956 histologically confirmed cases (673 benign and 283 malignant) from patients with thyroid nodules were prepared via liquid-based cytology and evaluated; 4 additional slides were stained for cytokeratin 19 (CK-19), galectin 3 (Gal-3), Hector Battifora mesothelial cell 1 (HBME-1), and thyroglobulin. On the basis of immunocytochemistry and the cytological diagnosis, a CART algorithm was constructed and used for evaluation. Results: The major important factors contributing to the diagnostic CART model were: Cytological outcome, CK-19, Gal-3, and HBME-1. The sensitivity and specificity of the cytological diagnosis were 96.27% and 88.26%, respectively (cut-off: Category 3 of The Bethesda System [TBS-3]). The introduction of immunocytochemistry and the CART model increased the sensitivity and specificity to 98.88% and 99.11%, respectively. CK-19 presented the best performance for discriminating papillary thyroid carcinomas, followed by HBME-1 and Gal-3. In the TBS-2 cases, CK-19 and, subsequently, Gal-3 were important immunocytochemistry markers. Ultimately, CK-19 and HBME-1 on TBS-5 or TBS-6 cases demonstrated the best results. Conclusions: The hierarchical structure of the CART model provides a diagnostic algorithm linked with the risk of malignancy at every step of the procedure. It also provides guidance on the use of ancillary examinations as it goes by simple, human understandable rules. © 2018 S. Karger AG, Basel.
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- 2018
11. The Yokohama system for reporting directly sampled endometrial cytology: The quest to develop a standardized terminology
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Fulciniti, F. Yanoh, K. Karakitsos, P. Watanabe, J. Di Lorito, A. Margari, N. Maeda, Y. Kihara, M. Norimatsu, Y. Kobayashi, T.K. Hirai, Y.
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Background: The main purpose of directly sampled endometrial cytology is to detect invasive endometrial malignancies. With this principle in mind, The Yokohama System (TYS) Working Group, composed of cytopathologists, surgical pathologists, and gynecologic oncologists met at the 2016 International Congress of Cytology, Yokohama, with the aim to publish a standardized reporting system inclusive of specific diagnostic categories and cytomorphologic criteria for uniform and reliable diagnosis of endometrial malignancies on directly sampled endometrial samples. Methods: The diagnostic cytopathologic criteria previously published in the literature by the Japanese and Greek working group on endometrial cytology (Yanoh et al. [2012] Acta Cytol. 56:233; Margari et al. [2016] Diagn Cytopathol. 44:888-901) were critically reviewed with the aim of correlating the diagnostic classes to well defined risk categories for endometrial carcinoma (EC). Moreover, two classes of “atypical” endometrial cells were correlated respectively to a low- and high risk group. Some methodological suggestions for the application of ancillary special technologies to liquid based samples were also given. Results: The TYS group conceived a new Bethesda-style classification for directly sampled endometrial cytology which correlates the cytologic diagnostic classes with definite risk categories. The cytomorphologic findings have been correlated to the molecular pathology of EC, also through the application of ancillary special techniques to liquid-based samples. Conclusions: The success of TYS will depend on the acceptance of TYS by all the relevant pathology and gynecologic oncology communities who, by their joint efforts, will adopt, critically evaluate, and optimize this method with the only aim of further improving the impact of endometrial cytology on patients’ care. © 2018 Wiley Periodicals, Inc.
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- 2018
12. Classification and regression trees for the evaluation of thyroid cytomorphological characteristics: A study based on liquid based cytology specimens from thyroid fine needle aspirations
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Margari, N. Mastorakis, E. Pouliakis, A. Gouloumi, A.-R. Asimis, E. Konstantoudakis, S. Ieromonachou, P. Panayiotides, I.G.
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Background: This study investigates the potential of classification and regression trees (CARTs) for the evaluation of thyroid lesions. Methods: The study was performed on 521, histologically confirmed cytological specimens prepared via liquid based cytology. For each specimen, contextual and cellular morphology features were recorded by experienced cytopathologists, as described in everyday cytological practice and The Bethesda System (TBS); these features were subsequently used to construct two CART models, viz. CART-C for the prediction of the cytological diagnosis (according to TBS) and CART-H for the prediction of the histological diagnosis (hereby expressed as either benign or malignant). Results: CART-C had no statistically significant performance from the cytologists’ evaluations and CART-H had a very good predictive performance for the histological status. Conclusion: CARTs provide a methodological framework capable for data mining and knowledge extraction. They created simple human understandable rules and classification algorithms that may assist cytopathologists towards decisions based on classification steps, each one linked with a specific risk and moreover by applying cytomorphological characteristics in hierarchical order according to their importance. The two CARTs may be a useful tool for the training of nonexperienced cytopathologists; moreover, they may act as ancillary methods to avoid misdiagnoses and assist quality assurance procedures in the everyday practice of the cytopathology laboratory. © 2018 Wiley Periodicals, Inc.
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- 2018
13. Internal quality control in an academic cytopathology laboratory for the introduction of a new reporting system for endometrial cytology
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Margari, N. Pouliakis, A. Aninos, D. Meristoudis, C. Stamataki, M. Panayiotides, I. Karakitsos, P.
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Background: To evaluate reproducibility of a reporting system for endometrial cytology. Methods: Cytologic slides from 49 patients, prepared via liquid based cytology, were blindly examined by five cytopathologists of various experience levels, applying a recently introduced reporting system as previously reported. The agreement among cytopathologists was evaluated via Kappa (κ) statistics and the Kendall's Coefficient of Variation (W); cytologic results were compared with the relevant histologic report. Results: Substantial agreement among all five raters was found in the benign, ACE-L and malignant categories, fair agreement in inadequate and ACE-H categories, whereas only slight agreement in ACE-U. For the three more experienced cytopathologists, an almost perfect agreement was found in inadequate, benign, and ACE-L categories, substantial agreement in ACE-H and malignant categories and fair agreement in ACE-U category. Overall agreement for all five cytopathologists and for all categories was moderate, whereas it was very high for the three senior raters. Using the Kendall's test, both five cytopathologists (W = 0.81) and the three senior ones (W = 0.93) had very high agreement. Sensitivity: 83.33–92.59%, specificity: 83.33–94.74%, ROC area: 71.72–90.3%. Conclusion: Application of appropriate statistical tests shows that integration of a new reporting cytologic system is effective with an overall accuracy around 90%. Both statistical tests applied disclosed lower agreement rates among both all five raters and the three most experienced ones in the intermediate categories constituting the gray zone, thus delineating the need for better training of cytopathologists to correctly identify diagnostic criteria for classification of a given case into these categories. © 2017 Wiley Periodicals, Inc.
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- 2017
14. Evaluation analysis of miRNAs overexpression in Liquid-Based Cytology endometrial samples
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Kottaridi, C. Spathis, A. Margari, N. Koureas, N. Terzakis, E. Chrelias, C. Pappas, A. Bilirakis, E. Pouliakis, A. Panayiotides, I.J. Karakitsos, P.
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Background: miRNAs have an important role as their deregulation is linked to endometrial cancer. Methods: A custom miScript® miRNA PCR Array was used to investigate for the first time the expression of eight miRNAs in forty-nine histologically confirmed Liquid Based cytology endometrial samples. The expression profile of the same miRNAs was also examined in sixty formalin-fixed tissue samples. Results: Expression of seven miRNAs was significantly higher in malignant samples with three of them (mir-182, mir-141 and mir-205) performing optimally. Conclusion: These results suggest the potential use of this non-invasive method of sampling for miRNA expression studies. Furthermore miRNA overexpression could serve as an ancillary or reflex test for optimal identification of malignant samples especially in morphologically inadequate samples. © Ivyspring International Publisher.
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- 2017
15. Image analysis and multi-layer perceptron artificial neural networks for the discrimination between benign and malignant endometrial lesions
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Makris, G.-M. Pouliakis, A. Siristatidis, C. Margari, N. Terzakis, E. Koureas, N. Pergialiotis, V. Papantoniou, N. Karakitsos, P.
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Background: This study aims to investigate the efficacy of an Artificial Neural Network based on Multi-Layer Perceptron (ANN–MPL) to discriminate between benign and malignant endometrial nuclei and lesions in cytological specimens. Methods: We collected 416 histologically confirmed liquid-based cytological smears from 168 healthy patients, 152 patients with malignancy, 52 with hyperplasia without atypia, 20 with hyperplasia with atypia, and 24 patients with endometrial polyps. The morphometric characteristics of 90 nuclei per case were analyzed using a custom image analysis system; half of them were used to train the MPL–ANN model, which classified each nucleus as benign or malignant. Data from the remaining 50% of cases were used to evaluate the performance and stability of the ANN. The MLP–ANN for the nuclei classification (numeric and percentage classifiers) and the algorithms for the determination of the optimum threshold values were estimated with in-house developed software for the MATLAB v2011b programming environment; the diagnostic accuracy measures were also calculated. Results: The accuracy of the MPL–ANN model for the classification of endometrial nuclei was 81.33%, while specificity was 88.84% and sensitivity 69.38%. For the case classification based on numeric classifier the overall accuracy was 90.87%, the specificity 93.03% and the sensitivity 87.79%; the indices for the percentage classifier were 95.91%, 93.44%, and 99.42%, respectively. Conclusion: Computerized systems based on ANNs can aid the cytological classification of endometrial nuclei and lesions with sufficient sensitivity and specificity. Diagn. Cytopathol. 2017;45:202–211. © 2016 Wiley Periodicals, Inc. © 2017 Wiley Periodicals, Inc.
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- 2017
16. A reporting system for endometrial cytology: Cytomorphologic criteria—Implied risk of malignancy
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Margari, N. Pouliakis, A. Anoinos, D. Terzakis, E. Koureas, N. Chrelias, C. Marios Makris, G. Pappas, A. Bilirakis, E. Goudeli, C. Damaskou, V. Papantoniou, N. Panayiotides, I. Karakitsos, P.
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Background: There have been various attempts to assess endometrial lesions on cytological material obtained via direct endometrial sampling. The majority of efforts focus on the description of cytological criteria that lead to classification systems resembling histological reporting formats. These systems have low reproducibility, especially in cases of atypical hyperplasia and well differentiated carcinomas. Moreover, they are not linked to the implied risk of malignancy. Methods: The material was collected from women examined at the outpatient department of four participating hospitals. We analyzed 866 consecutive, histologically confirmed cases. The sample collection was performed using the EndoGyn device, and processed via Liquid Based Cytology, namely ThinPrep technique. The diagnostic categories and criteria were established by two cytopathologists experienced in endometrial cytology; performance of the proposed reporting format was assessed on the basis of histological outcome; moreover, the implied risk of malignancy was calculated. Results: The proposed six diagnostic categories are as follows: (i) nondiagnostic or unsatisfactory; (ii) without evidence of hyperplasia or malignancy; (iii) atypical cells of endometrium of undetermined significance; (iv) atypical cells of endometrium of low probability for malignancy; (v) atypical cells of endometrium of high probability for malignancy; and (vi) malignant. The risk of malignancy was 1.42% ± 0.98%, 44.44% ± 32.46% (nine cases), 4.30% ± 4.12%, 89.80% ± 8.47%, and 97.81% ± 2.45%, respectively. Conclusion: We propose a clinically oriented classification scheme consisting of diagnostic categories with well determined criteria. Each diagnostic category is linked with an implied risk of malignancy; thus, clinicians may decide on patient management and eventually reduce unnecessary interventional diagnostic procedures. Diagn. Cytopathol. 2016;44:888–901. © 2016 Wiley Periodicals, Inc. © 2016 Wiley Periodicals, Inc.
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- 2016
17. Personalised management of women with cervical abnormalities using a clinical decision support scoring system
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Kyrgiou, M. Pouliakis, A. Panayiotides, J.G. Margari, N. Bountris, P. Valasoulis, G. Paraskevaidi, M. Bilirakis, E. Nasioutziki, M. Loufopoulos, A. Haritou, M. Koutsouris, D.D. Karakitsos, P. Paraskevaidis, E.
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Objectives To develop a clinical decision support scoring system (DSSS) based on artificial neural networks (ANN) for personalised management of women with cervical abnormalities. Methods We recruited women with cervical abnormalities and healthy controls that attended for opportunistic screening between 2006 and 2014 in 3 University Hospitals. We prospectively collected detailed patient characteristics, the colposcopic impression and performed a series of biomarkers using a liquid-based cytology sample. These included HPV DNA typing, E6&E7 mRNA by NASBA or flow cytometry and p16INK4a immunostaining. We used ANNs to combine the cytology and biomarker results and develop a clinical DSSS with the aim to improve the diagnostic accuracy of tests and quantify the individual's risk for different histological diagnoses. We used histology as the gold standard. Results We analysed data from 2267 women that had complete or partial dataset of clinical and molecular data during their initial or followup visits (N = 3565). Accuracy parameters (sensitivity, specificity, positive and negative predictive values) were assessed for the cytological result and/or HPV status and for the DSSS. The ANN predicted with higher accuracy the chances of high-grade (CIN2 +), low grade (HPV/CIN1) and normal histology than cytology with or without HPV test. The sensitivity for prediction of CIN2 or worse was 93.0%, specificity 99.2% with high positive (93.3%) and negative (99.2%) predictive values. Conclusions The DSSS based on an ANN of multilayer perceptron (MLP) type, can predict with the highest accuracy the histological diagnosis in women with abnormalities at cytology when compared with the use of tests alone. A user-friendly software based on this technology could be used to guide clinician decision making towards a more personalised care. © 2016 Elsevier Inc.
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- 2016
18. Using classification and regression trees, liquid-based cytology and nuclear morphometry for the discrimination of endometrial lesions
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Pouliakis, A. Margari, C. Margari, N. Chrelias, C. Zygouris, D. Meristoudis, C. Panayiotides, I. Karakitsos, P.
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'The objective of this study is to investigate the potential of classification and regression trees (CARTs) in discriminating benign from malignant endometrial nuclei and lesions. The study was performed on 222 histologically confirmed liquid based cytological smears, specifically: 117 benign cases, 62 malignant cases and 43 hyperplasias with or without atypia. About 100 nuclei were measured from each case using an image analysis system; in total, we collected 22783 nuclei. The nuclei from 50% of the cases (the training set) were used to construct a CART model that was used for knowledge extraction. The nuclei from the remaining 50% of cases (test set) were used to evaluate the stability and performance of the CART on unknown data. Based on the results of the CART for nuclei classification, we propose two classification methods to discriminate benign from malignant cases. The CART model had an overall accuracy for the classification of endometrial nuclei equal to 85%, specificity 90.68%, and sensitivity 72.05%. Both methods for case classification had similar performance: overall accuracy in the range 94-95%, specificity 95%, and sensitivity 91-94%. The results of the proposed system outperform the standard cytological diagnosis of endometrial lesions. This study highlights interesting diagnostic features of endometrial nuclear morphology and provides a new classification approach for endometrial nuclei and cases. The proposed method can be a useful tool for the everyday practice of the cytological laboratory. Diagn. Cytopathol. 2014;42:582-591. © 2013 Wiley Periodicals, Inc.
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- 2014
19. Fine needle aspiration cytology of nodular thyroid lesions: a 2-year experience of the Bethesda system for reporting thyroid cytopathology in a large regional and a university hospital, with histological correlation
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Mastorakis, E. Meristoudis, C. Margari, N. Pouliakis, A. and Leventakos, K. Chroniaris, N. Panayiotides, I. Karakitsos, P.
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ObjectiveThyroid fine needle aspiration (FNA) contributes to the appropriate management of nodular thyroid lesions. The introduced categories in the Bethesda system for reporting thyroid cytopathology (TBSRTC) are associated with an implied cancer risk, providing a clinical management guideline. This study aims to evaluate the reproducibility of this implied risk and to compare the results from two different cytopathology departments. MethodsFive hundred histologically confirmed FNAs, studied since the introduction of TBSRTC, were obtained from 4208 and 3587 FNAs performed in a large regional hospital in Herakleion, Crete (group A) and a university hospital in Athens (group B), respectively. Reports were issued according to TBSRTC. Aspirates were prepared with ThinPrep((R)) and evaluated by two experienced cytopathologists. The reproducibility and accuracy were evaluated. ResultsThe proportion test for suspicious for malignancy (SFM) and malignant (M) cytology reports (P
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- 2014
20. An intelligent clinical decision support system for patient-specific predictions to improve cervical intraepithelial neoplasia detection
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Bountris, P. Haritou, M. Pouliakis, A. Margari, N. Kyrgiou, M. Spathis, A. Pappas, A. Panayiotides, I. Paraskevaidis, E.A. Karakitsos, P. Koutsouris, D.-D.
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Nowadays, there are molecular biology techniques providing information related to cervical cancer and its cause: the human Papillomavirus (HPV), including DNA microarrays identifying HPV subtypes, mRNA techniques such as nucleic acid based amplification or flow cytometry identifying E6/E7 oncogenes, and immunocytochemistry techniques such as overexpression of p16. Each one of these techniques has its own performance, limitations and advantages, thus a combinatorial approach via computational intelligence methods could exploit the benefits of each method and produce more accurate results. In this article we propose a clinical decision support system (CDSS), composed by artificial neural networks, intelligently combining the results of classic and ancillary techniques for diagnostic accuracy improvement. We evaluated this method on 740 cases with complete series of cytological assessment, molecular tests, and colposcopy examination. The CDSS demonstrated high sensitivity (89.4%), high specificity (97.1%), high positive predictive value (89.4%), and high negative predictive value (97.1%), for detecting cervical intraepithelial neoplasia grade 2 or worse (CIN2+). In comparison to the tests involved in this study and their combinations, the CDSS produced the most balanced results in terms of sensitivity, specificity, PPV, and NPV. The proposed system may reduce the referral rate for colposcopy and guide personalised management and therapeutic interventions. © 2014 Panagiotis Bountris et al.
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- 2014
21. Fine needle aspiration cytology of nodular thyroid lesions: a 2‐year experience of the Bethesda system for reporting thyroid cytopathology in a large regional and a university hospital, with histological correlation
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Mastorakis, E., primary, Meristoudis, C., additional, Margari, N., additional, Pouliakis, A., additional, Leventakos, K., additional, Chroniaris, N., additional, Panayiotides, I., additional, and Karakitsos, P., additional
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- 2013
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22. Management of acute coronary syndrome in the Emergency Department of a regional hospital.
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Kontomari, M., Alikari, V., and Margari, N.
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- 2016
23. Influenza Vaccination of Nursing Students: A Cross-Sectional Study of Uptake, Knowledge, Attitudes, and Practices in Greece.
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Statiri A, Adamakidou T, Margari N, Govina O, Tsiou C, Giakoumidakis K, and Dokoutsidou E
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Influenza immunization includes a yearly repeated vaccine offered to every healthcare worker, including nursing students, with a high risk of contracting this viral disease. This study aimed to investigate the vaccination coverage, knowledge, attitudes, and practices of nursing students against influenza in Greece. A cross-sectional study was conducted in the Attica region between September 2022 and July 2023, with the use of an anonymous reference questionnaire. Data from 1261 nursing students were recorded (response rate: 68.6%). The study found that 23% of the sample were vaccinated against influenza for the flu season 2022-2023, and 42% were vaccinated for the previous flu season. Knowledge scores regarding influenza ranged from 0% to 100%, with a mean value of 55 (SD = 18.8%). A higher level of knowledge about influenza was associated with more appropriate attitudes and practices toward the disease ( p < 0.001). Notably, participants in their second, third, or fourth year of study and beyond exhibited more suitable attitudes and practices towards the flu compared to those in their first year of study ( p < 0.05). The emergence of low vaccination coverage identifies the need for departments of nursing studies to proceed with the design of educational and intervention programs on infection control.
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- 2024
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24. Investigation of Internalized Weight-Related Stigma: Progression to Dietary Addiction and the Role of Stress.
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Papatsaraki A, Pappa D, Koreli A, Kourti FE, Manthou P, Chasaki K, Koutelekos I, Margari N, Theodoratou M, and Dafogianni C
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Introduction: Internalizing weight stigma can lead to the development of dietary addiction, as individuals seek food as a coping mechanism for the emotional distress caused by stigma. The influence of stress exacerbates this dynamic, encouraging the reliance on food as a stress-coping strategy., Methods: Electronic questionnaires were completed in a special electronic form through an online platform. The Two-Factor Weight Bias Internalization Scale (WBIS-2F), the Yale Food Addiction Scale (YFAS), the Depression Anxiety Stress Scale-21 (DASS-21), Positive and Negative Affect Schedule (PANAS), the Life Orientation Test (LOT), the Brief Resilience Scale (BRS) were used at this study to examine the prevalence of Internal Weight Stigma (IWS) among adults in Greece, evaluate the degrees of stress/anxiety, food addiction, mental resilience, emotions, and positive life perspectives within this group, and explore the correlations between stress/anxiety, mental resilience, optimistic life attitudes, and both IWS and food addiction., Results: 376 participants completed the questionnaire. The average BMI of the participants was 26.3 kg/m2 (SD = 5.9 kg/m2). Almost half of the participants (46.8%) fell within the normal weight range (18.5 ≤ BMI ≤ 24.9), while 28.2% were classified as overweight and 21.0% as obese. Interestingly, a significant majority (63.1%) perceived themselves as heavier than the normal weight range suggests. Most participants demonstrated typical levels of depression, anxiety, and stress, with percentages of 67.3%, 64.9%, and 71.3%, respectively. Resilience exhibited positive associations with optimism and positive emotions while displaying negative connections with depression, anxiety, stress, and negative emotions. Additionally, individuals with greater optimism reported fewer symptoms of despair, anxiety, and stress., Conclusion: The research highlights the intricate dimensions of mental well-being, emphasizing the need for a holistic comprehension encompassing demographic, psychological, and societal factors. The results indicate potential strategies for intervention to boost resilience, and optimism, and tackle issues such as food addiction, underscoring the significance of fostering a positive body image and self-esteem., Competing Interests: The authors have declared that no competing interests exist., (Copyright © 2024, Papatsaraki et al.)
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- 2024
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25. Cervical HPV Infections, Sexually Transmitted Bacterial Pathogens and Cytology Findings-A Molecular Epidemiology Study.
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Valasoulis G, Pouliakis A, Michail G, Magaliou I, Parthenis C, Margari N, Kottaridi C, Spathis A, Leventakou D, Ieronimaki AI, Androutsopoulos G, Panagopoulos P, Daponte A, Tsiodras S, and Panayiotides IG
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Prevalent cervical HPV infection and high-risk HPV persistence consequences have been extensively investigated in the literature; nevertheless, any causative interrelations of other sexually transmitted bacterial infections (STIs) with cervical HPV infection have not yet been fully elucidated. This study aimed to investigate the possible association of STIs with cervical cytology aberrations and HPV genotyping results in a representative sample of predominantly young Greek women. Liquid-based cytology and molecular detection for bacterial STIs and HPV as well as extended HPV genotyping were simultaneously assessed in cervical samples from 2256 individuals visiting several urban outpatient Gynecology Departments for well-woman visits or cervical screening throughout a 20-month period. All specimens were centrally processed with validated molecular assays. The mean age of the studied women was 37.0 ± 11.7 years; 722 women (33.30%) tested positive for STI (mean age 34.23 ± 10.87 years). A higher mean age (38.34 ± 11.83 years ( p < 0.05)) was associated with negative STI testing. Chlamydia trachomatis was detected in 59 individuals (8.2%), Mycoplasma hominis in 156 (21.6%), Mycoplasma genitalium in 14 (1.9%), and Ureaplasma spp. in 555 (76.9%); infections with two bacterial pathogens were identified in 73 samples (10.1%). Cervical HPV was detected in 357 out of 1385 samples with a valid HPV typing result (25.8%). The mean age of HPV-positive women was 32.0 ± 8.4 years; individuals testing HPV-negative were slightly older (N = 1028): 34.4 ± 9.2 ( p < 0.05). Among the 1371 individuals with valid results both for bacterial STIs and cervical HPV detection, women with an HPV-positive sample were more likely to harbor an STI (OR: 2.69, 95% CI 2.10-3.46, p < 0.05). Interestingly, bacterial STI positivity illustrated significant heterogeneity between NILM and LSIL cases, with 28.88% of NILM and 46.33% of LSIL cases harboring an STI, respectively ( p < 0.05). In brief, in a population with a high prevalence for STIs, especially Ureaplasma spp., an association was documented between bacterial pathogen detection and cervical HPV infection, as well as abnormal cytology; these findings merit further investigation.
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- 2023
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26. Investigation of Nurses' Wellbeing towards Errors in Clinical Practice-The Role of Resilience.
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Pappa D, Koutelekos I, Evangelou E, Dousis E, Mangoulia P, Gerogianni G, Zartaloudi A, Toulia G, Kelesi M, Margari N, Ferentinou E, Stavropoulou A, and Dafogianni C
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- Male, Female, Humans, Young Adult, Adult, Middle Aged, Cross-Sectional Studies, Adaptation, Psychological, Mental Health, Burnout, Professional etiology, Nurses
- Abstract
Background and Objectives : The fatigue, stress, and burnout of nurses lead to them frequently making mistakes, which have a negative impact not only on the safety of the patients but also on their psychology. The ability to bounce back from mistakes is crucial for nurses. Nursing staff members' physical and mental health, particularly their depression, is far from ideal, and this ill health is directly correlated with the frequency of self-reported medical errors. The nurses' mental and physical health are also positively correlated with their perception of wellness support at work. This cross-sectional study aimed to investigate the status of nurses' mental and physical health regarding clinical errors and the impact of resilience on coping with these situations. Materials and Methods : A total of 364 healthcare professionals participated in this research; 87.5% of them were females and 12.5% of them were males. Most of the participants were 22-35 years old. The median number of years of employment was nine. Clinical nurses anonymously and voluntarily completed a special structured questionnaire that included questions from different validated tools in order to assess their state of physical and mental wellbeing after events of stress and errors made during their practice. Results : In total, 49.4% of the nurses had made an error on their own, and 73.2% had witnessed an error that someone else had made. At the time of the error, 29.9% of the participants were in charge of more than 20 patients, while 28.9% were responsible for a maximum of three patients. Participants who were 36-45 years old had more resilience ( p = 0.049) and experienced fewer negative emotions than participants who were 22-35 years old. The participants who mentioned more positive feelings according to their mental state had greater resilience ( p > 0.001). Conclusions : Errors were likely to happen during clinical practice due to nurses' negative experiences. The level of resilience among the nursing population was found to play a very important role not only in making mistakes but also in coping with errors during their daily routine. Wellness and prevention must be given top priority in all healthcare systems across the country in order to promote nurses' optimal health and wellbeing, raise the standard of care, and reduce the likelihood of expensive, avoidable medical errors. Healthcare administrations should promote prevention programs for stress occurrence in order to support nurses' wellbeing maintenance.
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- 2023
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27. Stress and burnout among Greek critical care nurses during the COVID-19 pandemic.
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Sikioti T, Zartaloudi A, Pappa D, Mangoulia P, Fradelos EC, Kourti FE, Koutelekos I, Dousis E, Margari N, Stavropoulou A, Evangelou E, and Dafogianni C
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Occupational stress and burnout of health personnel during the COVID-19 pandemic, especially of the nursing population in intensive care units (ICUs), were quite frequent along with negative effects and a direct correlation with the manifestation of many physical, behavioral and psychological symptoms. For the purposes of this research, a quantitative survey was carried out, in which 153 ICU nurses of secondary and tertiary public hospitals in Greece participated. Nurses completed anonymously and voluntarily a special electronic questionnaire about stress, burnout, personal concerns about the pandemic, the consequences of the outbreak and their resilience toward COVID-19 patients' care. Specific validated scales were used in this study. Female nurses felt, to a greater extent than males, work-related burnout, especially patient-related burnout and total burnout. There was a statistically significant negative relationship between the existence of a psychological support group within a hospital and personal burnout. Participants who had experience in caring for SARS-CoV-2 patients had higher mental resilience than those without experience. As the consequences experienced by the health professionals of the reference COVID-19 hospitals were increased, so did mental resilience and stress coping strategies during the pandemic. The COVID-19 outbreak and the conditions configurated in the health system had negative effects on the psycho-emotional state of ICU nurses. The manifestation of anxiety, stress and burnout had a direct correlation with both the work and personal functionality of the nurses and the whole of the healthcare services provided. The early recognition of symptoms and their individualized management are imperative for the protection of the psycho-emotional well-being of nurses., Competing Interests: Conflict of Interest: Evangelos C. Fradelos is an editorial board member for AIMS Public Health, Evangelos C. Fradelos and Polyxeni Mangoulia are guest editors of AIMS Public Health Special Issue, and they were not involved in the editorial review or the decision to publish this article. All authors declare that there are no competing interests., (© 2023 the Author(s), licensee AIMS Press.)
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- 2023
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28. Anxiety, Stress and the Resilience of University Students during the First Wave of the COVID-19 Pandemic.
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Dafogianni C, Pappa D, Mangoulia P, Kourti FE, Koutelekos I, Dousis E, Margari N, Ferentinou E, Stavropoulou A, Gerogianni G, Fradelos E, and Zartaloudi A
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The COVID-19 pandemic had an impact on everyone’s daily lives with short-term or long-term consequences. Among the affected population, university students were studied by researchers specifically due to the total change to their educational way of learning and the courses they attended. The present study aimed to assess the psychological difficulties experienced by the university students of Greece during the first wave of the outbreak. Methods: 288 university nursing students completed an electronic questionnaire after consent. The sample included students from all years of study. The questionnaire included demographic data and questions about mental health status, resilience level, coping strategies, positive and negative emotions and an optimism assessment. Results: Depression (44.8%), anxiety (36.8%) and stress (40.3%) were experienced by the students. Females had significantly greater anxiety and stress signs compared to males (p < 0.001). The resilience score was significantly greater in males, as it was for the Positive Affect Score. Students in the fourth year of study used significantly more active/positive coping strategies than students in the first (p = 0.016) or second year of study (p = 0.005). Conclusion: Several students experienced serious mental disorders during the first period of the COVID-19 outbreak. Variables such as gender, year of study, age, positive and negative affect score, life orientation test score and coping strategies were identified as factors contributing to this situation. Special attention must be paid to female students as they mentioned negative emotions more frequently than males. Further research on the academic population could be beneficial to university administrators.
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- 2022
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29. Association of University Students' COVID-19 Vaccination Intention with Behaviors toward Protection and Perceptions Regarding the Pandemic.
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Dafogianni C, Kourti FE, Koutelekos I, Zartaloudi A, Dousis E, Stavropoulou A, Margari N, Toulia G, Pappa D, Mangoulia P, Ferentinou E, Giga A, and Gerogianni G
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- Humans, Pandemics prevention & control, COVID-19 Vaccines therapeutic use, Intention, Universities, Vaccination, Students, COVID-19 epidemiology, COVID-19 prevention & control, Vaccines
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Background and Objectives: The COVID-19 pandemic is a serious global health problem. Vaccination is suggested to be one of the most efficacious precautionary measures, in combination with other protective behaviors. The purpose of this study was to explore the association of students’ intention to get vaccinated about COVID-19 with protection behaviors and perceptions about the pandemic. Material and Methods: The study sample included 1920 university students who electronically completed two validated questionnaires anonymously and voluntarily from December 2020 to January 2021. Results: Results of the multiple linear regression analysis showed that as the perceived general risk was getting lower, the number of protective behaviors significantly diminished (p < 0.001). Additionally, respondents who believed that they had minor or no personal risk had undertaken significantly fewer preventing behaviors in comparison with participants who thought they had major personal risk (p = 0.006). However, the experience of respondents with people having COVID-19 had statistically significant association with undertaking more preventing behaviors (p = 0.004). Lower general perception of risk had statistically significant association with lower determination to obtain the vaccines of COVID-19 (p < 0.001). Personally knowing someone who had the coronavirus and undertaking more behavioral changes due to the coronavirus situation were significantly related to greater determination to obtain the vaccines of COVID-19 (p = 0.005 and p < 0.001, respectively). Conclusions: The results of this study can provide universities with the appropriate information about the improvement of COVID-19 vaccination strategies.
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- 2022
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30. Investigation of Mental and Physical Health of Nurses Associated with Errors in Clinical Practice.
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Pappa D, Koutelekos I, Evangelou E, Dousis E, Gerogianni G, Misouridou E, Zartaloudi A, Margari N, Toulia G, Mangoulia P, Ferentinou E, Giga A, and Dafogianni C
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Background: Errors are common among all healthcare settings. The safety of patients is linked directly with nursing errors because nurses stand by them more often than any other healthcare professional. The role of mental and physical health of nurses is of great interest for a good and efficient job performance, but also for maintaining good patient care delivery. This study aimed to investigate the association between nurses’ general health and making errors during clinical practice. Methods: A total of 364 nurses completed a specially designed questionnaire anonymously and voluntarily. The sample consisted of nurses with all educational degrees. The questionnaire included demographic data and questions about general health issues, resilience status and nurses’ possible experience with errors within a hospital. Results: 65,8% of the participants stated that at least one error had happened at their workplace, and 49,4% of them reported that the error was caused by them. Somatic symptoms were found to have a positive correlation with making errors (p < 0.001). However, the other aspects of general health, which were anxiety/insomnia, social dysfunction and severe depression, had no statistical significance with adverse events. The most common type of error reported (65,5%) was a medication adverse event. Resilience level was found to be statistically significant (p < 0.001) when correlated with all aspects of general health (anxiety/insomnia, severe depression, somatic symptoms), but not with social dysfunction. Conclusion: Nurses are affected by their somatic symptoms in their daily clinical practice, making them vulnerable to making errors that compromise patient safety. A high resilience level could help them cope with unfavorable situations and prevent them from doing harm to a patient or themselves.
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- 2022
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31. Perceptions, Knowledge and Attitudes among Young Adults about Prevention of HPV Infection and Immunization.
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Sidiropoulou M, Gerogianni G, Kourti FE, Pappa D, Zartaloudi A, Koutelekos I, Dousis E, Margari N, Mangoulia P, Ferentinou E, Giga A, Zografakis-Sfakianakis M, and Dafogianni C
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Introduction: Human papilloma virus (HPV) is one of the most common sexually transmitted infections and is widely known as the main causative agent for cervical cancer. The aim of this study was to investigate the perceptions, knowledge and attitudes of young Greek adults concerning prevention of HPV infection and HPV immunization., Material and Methods: This constitutes a cross-sectional online survey. A convenience sample of young Greek adults ( n = 883) residing in Greece, aged 17 to more than 35 years was surveyed from December 2020 to March 2021. Two validated questionnaires were used to collect data., Results: Participants demonstrated moderate knowledge about HPV infection and vaccination, with a mean knowledge score of 53.26 (SD ± 20.65) and 38.92 (SD ± 17.58), respectively. Cronbach's alpha value was 0.77 and 0.80. Female participants were better informed than males. Approximately 52.3% of respondents had been vaccinated and 65.5% were willing to get vaccinated in the future. Vaccination rate was significantly associated with gender (OR = 11.99; 99% CI = 6.59-21.84), knowledge about the HPV vaccine (OR = 1.04; 99% CI = 1.03-1.04) and age (OR = 0.07; 99% CI = 0.03-0.15). Reasons for vaccine refusal were insufficient information (36.8%) and fear of side effects (19%). Correlates of positive vaccination intention were knowledge about HPV (OR = 1.02; 99% CI = 1.01-1.02)., Conclusions: The findings suggest that the Greek government's continuing HPV promotion efforts and education on the risks of HPV infection among young people are likely to increase vaccination acceptance among this group.
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- 2022
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32. COVID-19 Vaccination Intention Associated with Behaviors towards Protection and Perceptions Regarding the Pandemic.
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Dafogianni C, Mangoulia P, Pappa D, Xanthopoulou P, Koutelekos I, Zografakis-Sfakianakis M, Ferentinou E, Fountouki A, Drakopoulou M, Giga A, Anastasiou N, Margari N, and Fasoi G
- Abstract
Background: The impressively rapid availability of different types of COVID-19 vaccines and, on the other hand, the degree of their effectiveness as opposed to the likelihood of serious or non-serious side effects place a fairly large percentage of the population at a crossroads regarding the choice to get vaccinated or not, hence threatening achievement of total immunization coverage and full immunity. This study aimed to assess COVID-19 vaccination intention in Greece regarding protection behaviors and perceptions of the pandemic., Methods: A total of 3753 participants completed a specially designed electronic questionnaire anonymously and voluntarily. The study population consisted of healthcare workers, students, members of professional societies, teachers, and professors. The questionnaire was composed of four parts pertaining to demographic data and possible changes in hygiene attitudes during the COVID-19 pandemic., Results: In total, 43.3% of the participants stated that SARS-CoV-2 poses a significant risk. The most widespread protection practice was avoiding crowded places (90.1%), followed by reducing the use of public transport (86.1%) and washing their hands with soap and water more often than usual (84.2%). Women undertook significantly more behavioral changes than men and participants of other nationalities. About half of the participants (44%) implemented seven behavioral changes. Lower personal and general perceived risk due to COVID-19 was significantly associated with lower intention to get vaccinated., Conclusion: Strong hesitancy was observed towards COVID-19 vaccination. There is a need for further studies to be conducted to investigate the benefits and safety of vaccines for the purpose of better informing the public. Healthcare personnel can and should play a key role in this process.
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- 2022
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33. Assessment of oncology patients' satisfaction from intravenous chemotherapy.
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Stylianou C, Kalemikerakis I, Vastardi M, Kavga A, Margari N, Dokoutsidou E, Konstantinidis T, and Govina O
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- Administration, Intravenous, Aged, Cross-Sectional Studies, Female, Humans, Male, Middle Aged, Self Report, Antineoplastic Agents administration & dosage, Neoplasms drug therapy, Patient Satisfaction statistics & numerical data
- Abstract
Purpose: To assess patient satisfaction from chemotherapy and investigate the effect of demographic factors, disease symptoms and treatment on satisfaction., Methods: A non-randomized cross-sectional survey was conducted on a sample of 100 patients undergoing chemotherapy at "Metaxa" Cancer Hospital, Piraeus, Greece for 6 months. A demographic data questionnaire, a Cancer Treatment Satisfaction Questionnaire (CTSQ) and visual analog scales were used to evaluate pain, anxiety, fatigue, and nausea while presence or absence of vomit were also assessed., Results: The majority of the patients in the sample were men (51%), with a mean age of 58.5 ± 10.82 years. The mean value of expectations from treatment was 60.55, from treatment's satisfaction was 75.86 and from feelings about treatment's side effects was 44.56. The most serious symptoms were fatigue and anxiety (7.2 ± 1.95 and 6.71 ± 2.5, respectively). Statistical tests have shown that sub-dimensions of CTSQ are associated with pain, anxiety, fatigue, and nausea., Conclusions: Generally, chemotherapy meets patients' expectations with cancer. Symptoms such as fatigue, anxiety, pain, and nausea affect their satisfaction. Treatment's satisfaction can be improved by evaluating symptoms, which will lead to appropriate interventions.
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- 2021
34. Radial Basis Function Artificial Neural Network for the Investigation of Thyroid Cytological Lesions.
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Fragopoulos C, Pouliakis A, Meristoudis C, Mastorakis E, Margari N, Chroniaris N, Koufopoulos N, Delides AG, Machairas N, Ntomi V, Nastos K, Panayiotides IG, Pikoulis E, and Misiakos EP
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Objective: This study investigates the potential of an artificial intelligence (AI) methodology, the radial basis function (RBF) artificial neural network (ANN), in the evaluation of thyroid lesions. Study Design . The study was performed on 447 patients who had both cytological and histological evaluation in agreement. Cytological specimens were prepared using liquid-based cytology, and the histological result was based on subsequent surgical samples. Each specimen was digitized; on these images, nuclear morphology features were measured by the use of an image analysis system. The extracted measurements (41,324 nuclei) were separated into two sets: the training set that was used to create the RBF ANN and the test set that was used to evaluate the RBF performance. The system aimed to predict the histological status as benign or malignant., Results: The RBF ANN obtained in the training set has sensitivity 82.5%, specificity 94.6%, and overall accuracy 90.3%, while in the test set, these indices were 81.4%, 90.0%, and 86.9%, respectively. Algorithm was used to classify patients on the basis of the RBF ANN, the overall sensitivity was 95.0%, the specificity was 95.5%, and no statistically significant difference was observed., Conclusion: AI techniques and especially ANNs, only in the recent years, have been studied extensively. The proposed approach is promising to avoid misdiagnoses and assists the everyday practice of the cytopathology. The major drawback in this approach is the automation of a procedure to accurately detect and measure cell nuclei from the digitized images., Competing Interests: The authors declare that they have no conflicts of interest., (Copyright © 2020 Christos Fragopoulos et al.)
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- 2020
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35. Pre- and Post-Operative Nutrition Assessment in Patients with Colon Cancer Undergoing Ileostomy.
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Vasilopoulos G, Makrigianni P, Polikandrioti M, Tsiampouris I, Karayiannis D, Margari N, Avramopoulou L, Toulia G, and Fasoi G
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- Adult, Aged, Geriatric Assessment methods, Humans, Middle Aged, Nutrition Assessment, Nutritional Status, Pilot Projects, Risk Assessment, Risk Factors, Weight Loss, Colorectal Neoplasms surgery, Ileostomy adverse effects, Malnutrition etiology, Postoperative Care methods, Preoperative Care methods
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Introduction: Patients undergoing ileostomy surgery often experience electrolyte disturbances and dehydration, especially during the first post-operative period. Recently, research has also begun on how the newly constructed ileostomy affects the patient's nutritional status., Aim: The aim of the present pilot study was to assess the nutritional status of patients before and after the construction of the ileostomy as well as nutrition-related factors., Material and Method: This was a pilot study. The sample consisted of 13 adult patients diagnosed with colorectal or colon cancer who underwent scheduled ileostomy surgery. The evaluation tool used was "Original Full Mini Nutritional Assessment (MNA)". Patients underwent nutritional assessment before the surgery (time 0), on the 7th post-operative day (time 1), and on the 20th post-operative day (time 2). The statistical significance level was set at p < 0.05., Results: All patients had a drop in MNA score on the 7th and 20th post-operative days. Factors associated with MNA were weight loss, mobility, body mass index (BMI), number of full meals consumed per day, portions of fruits and vegetables consumed per day, and mid-arm circumference, p < 0.05, respectively. Pre-operatively, 38.5%, of patients had severe weight loss (>3 kg), 23% moderate weight loss and 38.5% minimal weight loss. Pre-operatively, 92.3% of participants were able to move on their own and 69.2% on the 20th post-operatively day. Furthermore, BMI >23 kg/m
2 had 84.6% of participants pre-operatively and 30.8% on the 20th post-operative day. In terms of portions of fruits and vegetables consumed per day, 30.8% of patients consumed at least 2 times, pre-operatively and no one (0%) on the 20th post-operative day. Moreover, pre-operatively all participants (100%) had arm circumference >22 cm while on the 20th post-operative day, only 38.5% of participants had arm circumference >22 cm., Conclusions: In the first 20 days after the construction of an ileostomy, the nutritional status of the patients is significantly affected. Decreased patient nutrition in both quantity and ingredients and reduced fluid intake appear to adversely affect the patient's nutritional status.- Published
- 2020
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36. The incidence of nausea and vomiting in cancer patients in Greek clinical practice: A longitudinal study.
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Lavdaniti M, Margari N, Chavela A, Mantzanas M, Chatzi I, Fradelos EC, Tilaveridis I, and Tzavelas G
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Aim of the Study: To assess nausea and vomiting in cancer patients during two cycles of chemotherapy, and the impact on their quality of life., Material and Methods: A longitudinal study was conducted in an oncology department of a large general public hospital in Northern Greece. The sample consisted of 200 cancer patients. Data were collected with the MASCC-Antiemesis Tool and FACT-G questionnaire and specific demographic and clinical characteristics., Results: In cycle 2, acute vomiting was experienced by 16% of the patients and delayed vomiting by 14%; acute nausea was experienced by 27.5% and delayed nausea by 38%. In cycle 3, acute and delayed vomiting were experienced by 17.5% and 15% of the patients, respectively, acute nausea by 29.5%, and delayed nausea by 36.5%. The comparison of severity in acute vomiting between cycle 2 and cycle 3 yielded a statistically significant ( p = 0.003) difference; similar results were obtained in the comparison of severity of acute nausea ( p < 0.001). The correlation of severity of acute nausea with physical, emotional, and functional well-being as well as the total score of quality of life in two measurement points was statistically significant ( p < 0.005). Multiple forward linear regression analysis showed that the total score of quality of life was significantly associated with age, gender, educational status, occupational status, type of cancer, family status, and diet., Conclusions: Our study confirms that nausea and vomiting are significant clinical problems that influence quality of life. Further research is needed to evaluate the predictors of acute and delayed nausea and vomiting during chemotherapy., Competing Interests: The authors declare no conflict of interest., (Copyright © 2020 Termedia.)
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- 2020
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37. Prevalence, Wellbeing, and Symptoms of Dysmenorrhea among University Nursing Students in Greece.
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Vlachou E, Owens DA, Lavdaniti M, Kalemikerakis J, Evagelou E, Margari N, Fasoi G, Evangelidou E, Govina O, and Tsartsalis AN
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Dysmenorrhea (pain during menstruation) is one of the most common medical conditions among women of reproductive age. Dysmenorrhea has been studied around the world but not yet in Greece. The aim of the present study was to investigate the prevalence, characteristics, and impact of dysmenorrhea on the wellbeing (exercising, and social and academic functioning) among nursing students in Greece. A cross-sectional study of 637 nursing students was conducted by administering a questionnaire at a university in Athens. The prevalence of dysmenorrhea was 89.2% and the rate of severe intensity was 52.5%. Factors that were associated with severe dysmenorrhea were family history ( p = 0.02), early menarche ( p = 0.05) and menstruation duration ( p = 0.05). Women with moderate and severe pain reported using pain relievers (non-steroidal anti-inflammatory drugs (NSAIDs), paracetamol etc., p < 0.0005). Finally, activities affected by severe pain were class attendance ( p = 0.01), personal studying ( p < 0.0005), exercising ( p < 0.0005), and socializing ( p < 0.0005). Exam attendance ( p = 0.27) and clinical placement attendance ( p = 0.48) were not affected by severe dysmenorrhea. Dysmenorrhea has a high prevalence among nursing students and seems to affect important aspects of wellbeing and academic performance when the pain intensity is severe. The present findings lay the foundation for further investigation of dysmenorrhea both in the Greek population and cross-culturally.
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- 2019
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38. The association between sexually transmitted infections, human papillomavirus, and cervical cytology abnormalities among women in Greece.
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Parthenis C, Panagopoulos P, Margari N, Kottaridi C, Spathis A, Pouliakis A, Konstantoudakis S, Chrelias G, Chrelias C, Papantoniou N, Panayiotides IG, and Tsiodras S
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- Adult, Cervix Uteri microbiology, Cervix Uteri virology, Chlamydia trachomatis isolation & purification, Cohort Studies, Female, Greece epidemiology, Humans, Papillomaviridae isolation & purification, Sexually Transmitted Diseases microbiology, Sexually Transmitted Diseases virology, Ureaplasma isolation & purification, Cervix Uteri pathology, Papillomavirus Infections epidemiology, Sexually Transmitted Diseases epidemiology
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Objective: To investigate the diagnosis of sexually transmitted infections (STIs) with human papillomavirus (HPV) infection and the presence of cytological changes in the cervix in a cohort of sexually active women in Greece., Methods: Cervical cytology testing and the molecular typing of HPV and other STIs were performed for 345 sexually active women aged between 18 and 45 years (mean 33.2±7.2years) visiting a gynaecology clinic for routine cervical screening. The association of HPV and STI detection with cytological findings was investigated., Results: HPV was detected in 61 women (17.7%) and STIs in 82 (23.8%). Ureaplasma spp was the most frequently detected pathogen, which was found in 63 (18.2%) women, followed by Mycoplasma spp (21 women, 25.6%) and Chlamydia trachomatis (five women, 6.1%). HPV positivity only (with no co-presence of STI) was associated with an abnormal cytology (odds ratio 6.9, p<0.001), while women who were negative for both HPV and STIs had a higher probability of a normal cytology (odds ratio 0.36, p<0.01). Sixteen out of the 63 (25.4%) women who tested positive for Ureaplasma spp, harboured a high-risk HPV type (odds ratio 2.3, p=0.02)., Conclusions: In a population with a high prevalence of Ureaplasma spp, there was an association of this pathogen with high-risk HPV infection, a finding that needs further elucidation., (Copyright © 2018 The Authors. Published by Elsevier Ltd.. All rights reserved.)
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- 2018
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39. Classification and regression trees for the evaluation of thyroid cytomorphological characteristics: A study based on liquid based cytology specimens from thyroid fine needle aspirations.
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Margari N, Mastorakis E, Pouliakis A, Gouloumi AR, Asimis E, Konstantoudakis S, Ieromonachou P, and Panayiotides IG
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- Biopsy, Fine-Needle standards, Humans, Regression Analysis, Sensitivity and Specificity, Thyroid Neoplasms classification, Biopsy, Fine-Needle methods, Thyroid Neoplasms pathology
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Background: This study investigates the potential of classification and regression trees (CARTs) for the evaluation of thyroid lesions., Methods: The study was performed on 521, histologically confirmed cytological specimens prepared via liquid based cytology. For each specimen, contextual and cellular morphology features were recorded by experienced cytopathologists, as described in everyday cytological practice and The Bethesda System (TBS); these features were subsequently used to construct two CART models, viz. CART-C for the prediction of the cytological diagnosis (according to TBS) and CART-H for the prediction of the histological diagnosis (hereby expressed as either benign or malignant)., Results: CART-C had no statistically significant performance from the cytologists' evaluations and CART-H had a very good predictive performance for the histological status., Conclusion: CARTs provide a methodological framework capable for data mining and knowledge extraction. They created simple human understandable rules and classification algorithms that may assist cytopathologists towards decisions based on classification steps, each one linked with a specific risk and moreover by applying cytomorphological characteristics in hierarchical order according to their importance. The two CARTs may be a useful tool for the training of nonexperienced cytopathologists; moreover, they may act as ancillary methods to avoid misdiagnoses and assist quality assurance procedures in the everyday practice of the cytopathology laboratory., (© 2018 Wiley Periodicals, Inc.)
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- 2018
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40. The Yokohama system for reporting directly sampled endometrial cytology: The quest to develop a standardized terminology.
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Fulciniti F, Yanoh K, Karakitsos P, Watanabe J, Di Lorito A, Margari N, Maeda Y, Kihara M, Norimatsu Y, Kobayashi TK, and Hirai Y
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- Female, Humans, Research Design standards, Cytodiagnosis standards, Endometrial Neoplasms classification, Endometrial Neoplasms diagnosis, Medical Oncology standards, Terminology as Topic
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Background: The main purpose of directly sampled endometrial cytology is to detect invasive endometrial malignancies. With this principle in mind, The Yokohama System (TYS) Working Group, composed of cytopathologists, surgical pathologists, and gynecologic oncologists met at the 2016 International Congress of Cytology, Yokohama, with the aim to publish a standardized reporting system inclusive of specific diagnostic categories and cytomorphologic criteria for uniform and reliable diagnosis of endometrial malignancies on directly sampled endometrial samples., Methods: The diagnostic cytopathologic criteria previously published in the literature by the Japanese and Greek working group on endometrial cytology (Yanoh et al. [2012] Acta Cytol. 56:233; Margari et al. [2016] Diagn Cytopathol. 44:888-901) were critically reviewed with the aim of correlating the diagnostic classes to well defined risk categories for endometrial carcinoma (EC). Moreover, two classes of "atypical" endometrial cells were correlated respectively to a low- and high risk group. Some methodological suggestions for the application of ancillary special technologies to liquid based samples were also given., Results: The TYS group conceived a new Bethesda-style classification for directly sampled endometrial cytology which correlates the cytologic diagnostic classes with definite risk categories. The cytomorphologic findings have been correlated to the molecular pathology of EC, also through the application of ancillary special techniques to liquid-based samples., Conclusions: The success of TYS will depend on the acceptance of TYS by all the relevant pathology and gynecologic oncology communities who, by their joint efforts, will adopt, critically evaluate, and optimize this method with the only aim of further improving the impact of endometrial cytology on patients' care., (© 2018 Wiley Periodicals, Inc.)
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- 2018
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41. Application of Immunocytochemistry on Cell Block Sections for the Investigation of Thyroid Lesions.
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Margari N, Giovannopoulos I, Pouliakis A, Mastorakis E, Gouloumi AR, Panayiotides IG, and Karakitsos P
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- Algorithms, Biopsy, Fine-Needle, Clinical Decision-Making, Decision Support Techniques, Humans, Liquid Biopsy, Predictive Value of Tests, Reproducibility of Results, Risk Factors, Thyroid Gland pathology, Thyroid Neoplasms pathology, Thyroid Nodule pathology, Biomarkers, Tumor analysis, Immunohistochemistry, Thyroid Gland chemistry, Thyroid Neoplasms chemistry, Thyroid Nodule chemistry
- Abstract
Objective: To investigate the potential of Classification and Regression Trees (CARTs) for the diagnosis of thyroid lesions based on cell block immunocytochemistry and cytological outcome., Study Design: A total of 956 histologically confirmed cases (673 benign and 283 malignant) from patients with thyroid nodules were prepared via liquid-based cytology and evaluated; 4 additional slides were stained for cytokeratin 19 (CK-19), galectin 3 (Gal-3), Hector Battifora mesothelial cell 1 (HBME-1), and thyroglobulin. On the basis of immunocytochemistry and the cytological diagnosis, a CART algorithm was constructed and used for evaluation., Results: The major important factors contributing to the diagnostic CART model were: cytological outcome, CK-19, Gal-3, and HBME-1. The sensitivity and specificity of the cytological diagnosis were 96.27% and 88.26%, respectively (cut-off: category 3 of The Bethesda System [TBS-3]). The introduction of immunocytochemistry and the CART model increased the sensitivity and specificity to 98.88% and 99.11%, respectively. CK-19 presented the best performance for discriminating papillary thyroid carcinomas, followed by HBME-1 and Gal-3. In the TBS-2 cases, CK-19 and, subsequently, Gal-3 were important immunocytochemistry markers. Ultimately, CK-19 and HBME-1 on TBS-5 or TBS-6 cases demonstrated the best results., Conclusions: The hierarchical structure of the CART model provides a diagnostic algorithm linked with the risk of malignancy at every step of the procedure. It also provides guidance on the use of ancillary examinations as it goes by simple, human understandable rules., (© 2018 S. Karger AG, Basel.)
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- 2018
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42. Internal quality control in an academic cytopathology laboratory for the introduction of a new reporting system for endometrial cytology.
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Margari N, Pouliakis A, Aninos D, Meristoudis C, Stamataki M, Panayiotides I, and Karakitsos P
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- Clinical Laboratory Information Systems standards, Female, Humans, Papanicolaou Test standards, Reference Standards, Reproducibility of Results, Vaginal Smears standards, Carcinoma pathology, Clinical Laboratory Services standards, Endometrial Neoplasms pathology, Hospitals, University standards, Quality Control
- Abstract
Background: To evaluate reproducibility of a reporting system for endometrial cytology., Methods: Cytologic slides from 49 patients, prepared via liquid based cytology, were blindly examined by five cytopathologists of various experience levels, applying a recently introduced reporting system as previously reported. The agreement among cytopathologists was evaluated via Kappa (κ) statistics and the Kendall's Coefficient of Variation (W); cytologic results were compared with the relevant histologic report., Results: Substantial agreement among all five raters was found in the benign, ACE-L and malignant categories, fair agreement in inadequate and ACE-H categories, whereas only slight agreement in ACE-U. For the three more experienced cytopathologists, an almost perfect agreement was found in inadequate, benign, and ACE-L categories, substantial agreement in ACE-H and malignant categories and fair agreement in ACE-U category. Overall agreement for all five cytopathologists and for all categories was moderate, whereas it was very high for the three senior raters. Using the Kendall's test, both five cytopathologists (W = 0.81) and the three senior ones (W = 0.93) had very high agreement. Sensitivity: 83.33-92.59%, specificity: 83.33-94.74%, ROC area: 71.72-90.3%., Conclusion: Application of appropriate statistical tests shows that integration of a new reporting cytologic system is effective with an overall accuracy around 90%. Both statistical tests applied disclosed lower agreement rates among both all five raters and the three most experienced ones in the intermediate categories constituting the gray zone, thus delineating the need for better training of cytopathologists to correctly identify diagnostic criteria for classification of a given case into these categories., (© 2017 Wiley Periodicals, Inc.)
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- 2017
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43. Evaluation Analysis of miRNAs Overexpression in Liquid-Based Cytology Endometrial Samples.
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Kottaridi C, Spathis A, Margari N, Koureas N, Terzakis E, Chrelias C, Pappas A, Bilirakis E, Pouliakis A, Panayiotides IJ, and Karakitsos P
- Abstract
Background: miRNAs have an important role as their deregulation is linked to endometrial cancer. Methods : A custom miScript® miRNA PCR Array was used to investigate for the first time the expression of eight miRNAs in forty-nine histologically confirmed Liquid Based cytology endometrial samples. The expression profile of the same miRNAs was also examined in sixty formalin-fixed tissue samples. Results: Expression of seven miRNAs was significantly higher in malignant samples with three of them (mir-182, mir-141 and mir-205) performing optimally. Conclusion: These results suggest the potential use of this non-invasive method of sampling for miRNA expression studies. Furthermore miRNA overexpression could serve as an ancillary or reflex test for optimal identification of malignant samples especially in morphologically inadequate samples., Competing Interests: Competing Interests: The authors have declared that no competing interest exists.
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- 2017
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44. Image analysis and multi-layer perceptron artificial neural networks for the discrimination between benign and malignant endometrial lesions.
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Makris GM, Pouliakis A, Siristatidis C, Margari N, Terzakis E, Koureas N, Pergialiotis V, Papantoniou N, and Karakitsos P
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- Diagnostic Errors, Female, Humans, Image Interpretation, Computer-Assisted, Neural Networks, Computer, Sensitivity and Specificity, Carcinoma, Endometrioid diagnostic imaging, Endometrial Neoplasms diagnostic imaging
- Abstract
Background: This study aims to investigate the efficacy of an Artificial Neural Network based on Multi-Layer Perceptron (ANN-MPL) to discriminate between benign and malignant endometrial nuclei and lesions in cytological specimens., Methods: We collected 416 histologically confirmed liquid-based cytological smears from 168 healthy patients, 152 patients with malignancy, 52 with hyperplasia without atypia, 20 with hyperplasia with atypia, and 24 patients with endometrial polyps. The morphometric characteristics of 90 nuclei per case were analyzed using a custom image analysis system; half of them were used to train the MPL-ANN model, which classified each nucleus as benign or malignant. Data from the remaining 50% of cases were used to evaluate the performance and stability of the ANN. The MLP-ANN for the nuclei classification (numeric and percentage classifiers) and the algorithms for the determination of the optimum threshold values were estimated with in-house developed software for the MATLAB v2011b programming environment; the diagnostic accuracy measures were also calculated., Results: The accuracy of the MPL-ANN model for the classification of endometrial nuclei was 81.33%, while specificity was 88.84% and sensitivity 69.38%. For the case classification based on numeric classifier the overall accuracy was 90.87%, the specificity 93.03% and the sensitivity 87.79%; the indices for the percentage classifier were 95.91%, 93.44%, and 99.42%, respectively., Conclusion: Computerized systems based on ANNs can aid the cytological classification of endometrial nuclei and lesions with sufficient sensitivity and specificity. Diagn. Cytopathol. 2017;45:202-211. © 2016 Wiley Periodicals, Inc., (© 2017 Wiley Periodicals, Inc.)
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- 2017
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45. Application of Theranostics in Oncology.
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Lymperopoulos G, Lymperopoulos P, Alikari V, Dafogianni C, Zyga S, and Margari N
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- Humans, Medical Oncology, Neoplasms diagnosis, Neoplasms therapy, Theranostic Nanomedicine
- Abstract
In recent years, due to the development of nanotechnology new horizons in treatment and diagnosis of cancer open up. Development of nano-systems for simultaneous transfer of active substances and imaging of tumor regions gathers an important amount of scientific interest. This new category of nano-systems is called Theranostics. Theranostics methods can provide multiple benefits by inserting nanoparticles into the patient and using photodynamic therapy and pave the way for personalized medicine. The objective of this paper is to study the use and application of Theranostics in the diagnosis and treatment of cancer, in order to achieve personalized anticancer treatment. For this purpose, investigation of existing literature has been conducted using electronic databases, PubMed, Google Scholar and IEEE Xplore. In addition, there was a secondary research phase, using paper citations found during the first research phase. It has to be pointed out that nanoparticles are the basis of Theranostics, since, due to their properties, they provide the ability to display accurate imaging and provide diagnosis along with simultaneous treatment of diseases. Theranostics methods may be applied in treatment of esophageal cancer, prostate cancer, breast cancer, in treatment of actinic keratosis, actinic cheilitis and Bowen's disease and in treatment of basal cell epithelioma and macular degeneration. As a result, application of Theranostics can provide multiple benefits by inserting nanoparticles into the patient. This method is currently encountering many challenges, but continuation of research on the field is necessary not only for the improvement of the medical field and the healthcare techniques, but also for the creation of new treatment methods for patients with diseases that are incurable until now.
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- 2017
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46. Endocervical Carcinogenesis and HPV Vaccination: An Occasional Circumstance or a Gap in the Chain?
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Makris GM, Karakitsos P, Kotsifa E, Margari N, Poulakaki N, Sergentanis TN, Battista MJ, Chrelias C, and Papantoniou N
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As a result of the Human Papillomavirus (HPV) vaccination program, the prevalence of precancerous dysplasia and invasive cervical cancer has substantially decreased. In this brief report, we present a case of a young patient who was diagnosed with in situ adenocarcinoma of the cervix. This 30-year-old female had completed the HPV vaccination after she became sexually active and has been undergoing annual gynecological assessments, including clinical examination and Pap test, all of which had been negative. This year, her Pap test revealed a low grade squamous intraepithelial lesion (LGSIL) and additionally a colposcopy was performed. Given the extent of the lesion and since the colposcopy was inadequate, the patient underwent a type 3 large loop excision of the transformation zone and a curettage of the endocervix under local anesthesia. The pathological diagnosis from cervical biopsy revealed an in situ adenocarcinoma of the endocervix with negative limits. The HPV subtypes 16 and 83 were detected with PCR. After proper consultation she decided to preserve her fertility and to undergo a regular follow-up, postponing hysterectomy after the completion of her family planning. In conclusion, this case report highlights the need for diagnostic surveillance regarding HPV-related cervical cancer even after vaccination., Competing Interests: The authors declare that they have no competing interests.
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- 2017
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47. Applications for Electrical Impedance Tomography (EIT) and Electrical Properties of the Human Body.
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Lymperopoulos G, Lymperopoulos P, Alikari V, Dafogianni C, Zyga S, and Margari N
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- Electrodes, Humans, Electric Impedance, Human Body, Tomography
- Abstract
Electrical Impedance Tomography (EIT) is a promising application that displays changes in conductivity within a body. The basic principle of the method is the repeated measurement of surface voltages of a body, which are a result of rolling injection of known and small-volume sinusoidal AC current to the body through the electrodes attached to its surface. This method finds application in biomedicine, biology and geology. The objective of this paper is to present the applications of Electrical Impedance Tomography, along with the method's capabilities and limitations due to the electrical properties of the human body. For this purpose, investigation of existing literature has been conducted, using electronic databases, PubMed, Google Scholar and IEEE Xplore. In addition, there was a secondary research phase, using paper citations found during the first research phase. It should be noted that Electrical Impedance Tomography finds use in a plethora of medical applications, as the different tissues of the body have different conductivities and dielectric constants. Main applications of EIT include imaging of lung function, diagnosis of pulmonary embolism, detection of tumors in the chest area and diagnosis and distinction of ischemic and hemorrhagic stroke. EIT advantages include portability, low cost and safety, which the method provide, since it is a noninvasive imaging method that does not cause damage to the body. The main disadvantage of the method, which blocks its wider spread, appears in the image composition from the voltage measurements, which are conducted by electrodes placed on the periphery of the body, because the injected currents are affected nonlinearly by the general distribution of the electrical properties of the body. Furthermore, the complex impedance of the skin-electrode interface can be modelled by using a capacitor and two resistor, as a result of skin properties. In conclusion, Electrical Impedance Tomography is a promising method for the development of noninvasive diagnostic medicine, since it is able to provide imaging of the interior of the human body in real time without causing harm or putting the human body in risk.
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- 2017
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48. A reporting system for endometrial cytology: Cytomorphologic criteria-Implied risk of malignancy.
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Margari N, Pouliakis A, Anoinos D, Terzakis E, Koureas N, Chrelias C, Marios Makris G, Pappas A, Bilirakis E, Goudeli C, Damaskou V, Papantoniou N, Panayiotides I, and Karakitsos P
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- Adult, Aged, Aged, 80 and over, Carcinoma classification, Endometrial Neoplasms classification, Female, Humans, Middle Aged, Papanicolaou Test methods, Carcinoma pathology, Endometrial Neoplasms pathology, Papanicolaou Test standards, Severity of Illness Index
- Abstract
Background: There have been various attempts to assess endometrial lesions on cytological material obtained via direct endometrial sampling. The majority of efforts focus on the description of cytological criteria that lead to classification systems resembling histological reporting formats. These systems have low reproducibility, especially in cases of atypical hyperplasia and well differentiated carcinomas. Moreover, they are not linked to the implied risk of malignancy., Methods: The material was collected from women examined at the outpatient department of four participating hospitals. We analyzed 866 consecutive, histologically confirmed cases. The sample collection was performed using the EndoGyn device, and processed via Liquid Based Cytology, namely ThinPrep technique. The diagnostic categories and criteria were established by two cytopathologists experienced in endometrial cytology; performance of the proposed reporting format was assessed on the basis of histological outcome; moreover, the implied risk of malignancy was calculated., Results: The proposed six diagnostic categories are as follows: (i) nondiagnostic or unsatisfactory; (ii) without evidence of hyperplasia or malignancy; (iii) atypical cells of endometrium of undetermined significance; (iv) atypical cells of endometrium of low probability for malignancy; (v) atypical cells of endometrium of high probability for malignancy; and (vi) malignant. The risk of malignancy was 1.42% ± 0.98%, 44.44% ± 32.46% (nine cases), 4.30% ± 4.12%, 89.80% ± 8.47%, and 97.81% ± 2.45%, respectively., Conclusion: We propose a clinically oriented classification scheme consisting of diagnostic categories with well determined criteria. Each diagnostic category is linked with an implied risk of malignancy; thus, clinicians may decide on patient management and eventually reduce unnecessary interventional diagnostic procedures. Diagn. Cytopathol. 2016;44:888-901. © 2016 Wiley Periodicals, Inc., (© 2016 Wiley Periodicals, Inc.)
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- 2016
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49. Office Endometrial Cytological Sampling: Examining Predictors of Strenuousness.
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Makris GM, Siristatidis C, Margari N, Chrelias C, Papanota AM, Sergentanis TN, Karakitsos P, and Papantoniou N
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- Adult, Aged, Aged, 80 and over, Female, Humans, Logistic Models, Middle Aged, Multivariate Analysis, Reproducibility of Results, Sensitivity and Specificity, Specimen Handling instrumentation, Specimen Handling methods, Cytodiagnosis instrumentation, Cytodiagnosis methods, Endometrial Neoplasms diagnosis, Endometrium pathology
- Abstract
Background/aim: Endometrial cytology is an alternative perspective for the diagnosis of endometrial cancer. The present study examined the potential risk factors for strenuousness in endometrial cytology sampling., Patients and Methods: One hundred and eighty-one women who underwent endometrial cytological sampling with the Endogyn curette participated in the study. Strenuousness in obtaining the sample was graded into a five-level scale-score. Various parameters were assessed in association with the strenuousness score. Multivariate ordinal logistic regression analysis was performed., Results: Postmenopausal status (adjusted OR=2.63, 95%CI=1.52-4.56, p=0.001) and previous invasive/surgical procedures in the cervix (adjusted OR=2.15, 95%CI=1.10-4.24, p=0.026) were associated with higher strenuousness score. Participants' age at sampling, phase of menstrual cycle, endometrial thickness, obesity, current hormonal use and reproductive history of women were not significantly associated with the strenuousness of the procedure., Conclusion: Increased difficulty during endometrial sampling is noted in postmenopausal women, and in patients with previous surgical procedures in the cervix., (Copyright © 2016 International Institute of Anticancer Research (Dr. John G. Delinassios), All rights reserved.)
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- 2016
50. Personalised management of women with cervical abnormalities using a clinical decision support scoring system.
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Kyrgiou M, Pouliakis A, Panayiotides JG, Margari N, Bountris P, Valasoulis G, Paraskevaidi M, Bilirakis E, Nasioutziki M, Loufopoulos A, Haritou M, Koutsouris DD, Karakitsos P, and Paraskevaidis E
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- DNA, Viral analysis, Female, Humans, Neural Networks, Computer, Papillomaviridae isolation & purification, Prospective Studies, Uterine Cervical Neoplasms virology, Uterine Cervical Dysplasia virology, Decision Support Systems, Clinical, Precision Medicine, Uterine Cervical Neoplasms therapy, Uterine Cervical Dysplasia therapy
- Abstract
Objectives: To develop a clinical decision support scoring system (DSSS) based on artificial neural networks (ANN) for personalised management of women with cervical abnormalities., Methods: We recruited women with cervical abnormalities and healthy controls that attended for opportunistic screening between 2006 and 2014 in 3 University Hospitals. We prospectively collected detailed patient characteristics, the colposcopic impression and performed a series of biomarkers using a liquid-based cytology sample. These included HPV DNA typing, E6&E7 mRNA by NASBA or flow cytometry and p16INK4a immunostaining. We used ANNs to combine the cytology and biomarker results and develop a clinical DSSS with the aim to improve the diagnostic accuracy of tests and quantify the individual's risk for different histological diagnoses. We used histology as the gold standard., Results: We analysed data from 2267 women that had complete or partial dataset of clinical and molecular data during their initial or followup visits (N=3565). Accuracy parameters (sensitivity, specificity, positive and negative predictive values) were assessed for the cytological result and/or HPV status and for the DSSS. The ANN predicted with higher accuracy the chances of high-grade (CIN2+), low grade (HPV/CIN1) and normal histology than cytology with or without HPV test. The sensitivity for prediction of CIN2 or worse was 93.0%, specificity 99.2% with high positive (93.3%) and negative (99.2%) predictive values., Conclusions: The DSSS based on an ANN of multilayer perceptron (MLP) type, can predict with the highest accuracy the histological diagnosis in women with abnormalities at cytology when compared with the use of tests alone. A user-friendly software based on this technology could be used to guide clinician decision making towards a more personalised care., (Copyright © 2016 Elsevier Inc. All rights reserved.)
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- 2016
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