7 results on '"Agathokleous M"'
Search Results
2. Estimating party-user similarity in Voting Advice Applications using Hidden Markov Models
- Author
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Agathokleous, M., Tsapatsoulis, N., Constantinos Djouvas, Αγαθοκλέους, Μαριλένα, Τσαπατσούλης, Νικόλας, and Τζιούβας, Κωνσταντίνος
- Subjects
Expectation maximization ,Collaborative filtering ,Recommender systems ,Engineering and Technology ,Voting Advice Applications ,Electrical Engineering - Electronic Engineering - Information Engineering ,Hidden Markov Models - Abstract
Voting Advice Applications (VAAs) are Web tools that inform citizens about the political stances of parties (and/or candidates) that participate in upcoming elections. The traditional process that they follow is to call the users and the parties to state their position in a set of policy statements, usually grouped into meaningful categories (e.g., external policy, economy, society, etc). Having the aforementioned information, VAA can provide recommendation to users regarding the proximity/distance that a user has to each participating party. A social recommendation approach of VAAs (so-called SVAAs) calculates the closeness between each party's devoted users and the current user and ranks parties according the estimated 'party users' - user similarity. In our paper we stand on this approach and we assume that 'typical' voters of particular parties can be characterized by answer patterns (sequences of choices for all policy statements included in the VAA) and that the answer choice in each policy statement can be 'predicted' from previous answer choices. Thus, we resort to Hidden Markov Models (HMMs), which are proved to be effective machine learning tools for sequential and correlated data. Based on the principles of collaborative filtering we try to model 'party users' using HMMs and then exploit these models to recommend each VAA user the party whose model best fits their answer pattern. For our experiments we use three datasets based on the 2014 elections to the European Parliament.
- Published
- 2016
3. Thyroid nodular characteristics in Cyprus and Romania
- Author
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Piciu, Andra, Andrianou, Xanthi, Irimie, Alexandru, Zira, Christina, Aristeidou, Kyriakos, Theofanous, Thalia, Agathokleous, M., Piciu, Doina, and Makris, Konstantinos C.
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Thyroid ,Nodules ,Clinical Medicine ,Medical and Health Sciences - Abstract
Background: Thyroid nodules or thyroiditis are common thy-roid disorders that are increasingly detected, worldwide. InCyprus, thyroid cancer is 3rd most prevalent cancer type amongfemales, while in Romania, it ranks 15th. Associations betweenexposures to environmental chemicals, such as bisphenol Aand their effects on thyroid function have been previouslyexplored. However, the contribution of such exposures towardsthe development of thyroid nodules that could potentially leadto malignancy has not been previously studied.Materials and methods: A pilot case-control study comparingfemales with ultrasound-diagnosed thyroid nodules and healthycontrols was designed. Recruitment is ongoing, but so far, 122Cypriot and 51 Romanian females had been recruited. Data onthyroid antibodies (antiTPO, antiTg), levels of thyroid stimu-lated hormone (TSH), free thyroxin (FT4) and the number andsize of thyroid nodules were recorded.Results: A total of 104 cases and 69 controls has been so farrecruited in both countries. The mean age of cases and controlswas 52 and 49 years, respectively, while their mean body massndex was 274kgm2, and 251kgm2. The majority of partic-ipants were nonsmokers (80%) and about 3% reported alcoholconsumption more than twice weekly. Cypriot and Romaniancases had similar mean TSH levels (159 and 163 mIU L1,respectively) while the mean FT4 levels were lower for theRomanian cases compared to the Cypriot ones (879 and 1269pmol L1, respectively). Data on the number, size and morphol-ogy of thyroid nodular characteristics will be discussed.Conclusions: This exploratory study will pave the way forinvestigating the effects of environmental exposures on thyroidnodular disease in two different populations from two countrieswith contrasting thyroid cancer incidence rates.
- Published
- 2015
4. Functionalized Hyperbranched Polyethylenimines as Thermosensitive Drug Delivery Nanocarriers with Controlled Transition Temperatures.
- Author
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Sideratou Z, Agathokleous M, Theodossiou TA, and Tsiourvas D
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- Doxorubicin administration & dosage, Drug Liberation, Humans, MCF-7 Cells, Nanoparticles adverse effects, Osmolar Concentration, Antineoplastic Agents administration & dosage, Nanoparticles chemistry, Polyethyleneimine chemistry, Transition Temperature
- Abstract
The low critical solution temperature phase transition (T
c ) that is exhibited by thermosensitive polymers is strongly dependent on polymer concentration, pH, ionic strength, as well as the presence of specific molecules or ions in solution. Therefore, polymers with Tc values above 37 °C that are useful for hyperthermia therapy are not readily available. In the present study, temperature-sensitive hyperbranched polyethylenimine derivatives were developed through stepwise functionalization with isobutylamide groups. Although factors such as the concentration of polymer, sodium chloride, phosphate ions, and pH considerably affect the transition temperature, it was possible to obtain a hyperbranched derivative having the required Tc (38-39 °C) for the given aqueous medium required in cell experiments through careful selection of the degree of substitution. This thermosensitive derivative can encapsulate doxorubicin (DOX), a well-known anticancer agent, and was further studied as a temperature-triggered drug delivery system. Although the polymeric carrier showed no notable toxicity at temperatures either below or above the transition temperature, the thermoresponsive drug-loaded formulation exhibited increased DOX cellular uptake and improved in vitro cytotoxicity at 40 °C.- Published
- 2018
- Full Text
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5. Association of occupational exposures and work characteristics with the occurrence of gastrointestinal disorders.
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Chadolias D, Zissimopoulos A, Nena E, Agathokleous MN, Drakopoulos V, Constantinidis TC, and Kouklakis G
- Abstract
Background: Work is a daily activity with various conditions, exposures, and habits that may affect health either positively or negatively. Aim of this study was to investigate the relationship between occupational factors and conditions, and the occurrence of gastrointestinal disorders., Methods: We enrolled in this study a sample of 891 consecutive individuals, who were examined by standard colonoscopy and gastroscopy and interviewed regarding their working conditions and exposures. Consecutively, data were statistically analyzed to explore possible associations., Results: Peptic ulcer diagnosis was associated with reports of muscle pain/headache [odds ratio (OR): 3.656, 95 % confidence interval (95% CI): 1.898-7.043], with working in shifts (OR: 2.463, 95% CI: 1.058-5.731), and with the presence of occupational stress (OR: 2.283, 95% CI: 1.162-4.486). Gastritis was associated with muscle pain/headache (OR: 2.258, 95% CI: 1.096-4.652), shift work (OR: 3.535, 95% CI: 1.345-9.29), occupational stress (OR: 2.182, 95% CI: 1.072-4.444), and sedentary work (OR 0.275 lower risk 95% CI: 0.113-0.671). Ulcerative colitis was associated with muscle pain/headache (OR: 6.211, 95% CI: 2.162-17.840) and occupational stress (OR: 6.418, 95% CI: 2.243-18.361), while Crohn's disease diagnosis with muscle pain/headache (OR: 3.554, 95% CI: 1.628-7.759), frequent ordering food at work (OR: 4.928, 95% CI: 2.3-10.559), occupational stress (OR: 3.023, 95% CI: 1.413-6.469), work with intense physical activity (OR: 0.665 lower risk, 95% CI: 0.252-0.758). Colon cancer diagnosis was associated with frequent ordering food at work (OR: 2.739, 95% CI: 1.268-5.916) and occupational stress (OR: 3.175, 95% CI: 1.384-7.286), while stomach cancer diagnosis with ordering food at work (OR: 2.794, 95% CI: 1.154-6.763) and exposure to dust (OR: 5.650, 95% CI: 1.551-20.582). Finally, presence of polyps was associated with ordering food at work (OR: 2.154, 95% CI: 1.135-4.091), and constipation with ordering food at work (OR: 2.869, 95% CI: 1.451-5.672), occupational stress (OR: 2.112, 95% CI: 1.097-4.066), and occupational noise (OR: 0.248, 95% CI: 0.084-0.737)., Conclusion: The incidence of the gastrointestinal diseases is affected by occupational exposures and related lifestyle habits. HIPPOKRATIA 2017, 21(2): 74-79.
- Published
- 2017
6. Estimating life expectancy of the population in Cyprus with the use of life tables.
- Author
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Agathokleous MN, Nena E, Chadolias D, Zissimopoulos A, Polyzos N, Jelastopoulou E, and Constantinidis TC
- Abstract
Aim: The aim of this study was to investigate the life expectancy of the Cypriot population between 1986 and 2012., Material and Methods: We used the data reported in the annual editions of the Statistical Service of Cyprus and constructed life tables of the Cypriot population between 1986 and 2012., Results: For both genders, and for males and females separately, in the year 1986 life expectancy accounted 74.47, 72.2, and 76.76 years respectively, while in 2012 values increased to about 81.28, 79.02, and 83.50 years respectively. The longitudinal trend of life expectancy is to increase over the calendar years. The largest increase in life expectancy occurred at birth and was approximately seven years for both males and females. Until the age of 55, this gain was approximately six years of life. From age 60 to 65 years, the gain was about five years of life, and in the oldest age groups, the gain was four years of life. The values corresponding to male were lower compared to those corresponding to females, with the exception of the age 0 (at birth)., Conclusions: A significant increase in life expectancy of the Cypriot population was noted in the period 1986-2012, which was more obvious at younger ages and in females. Hippokratia 2016, 20(2): 99-103.
- Published
- 2016
7. Investigation of thyroid nodules in the female population in Cyprus and in Romania.
- Author
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Piciu A, Andrianou XD, Irimie A, Bălăcescu O, Zira C, BĂRBUş E, Peştean C, Aristeidou K, Theofanous T, Agathokleous M, Piciu D, and Makris KC
- Abstract
Background and Aims: The most common thyroid disorders, with an increasing detection worldwide, are the thyroid nodules and thyroiditis, which leads to an increase of thyroid cancer incidence . In two different countries with a different exposure to risk factors for thyroid cancer, such as Cyprus and Romania, the rank of thyroid cancer among other neoplasms is very different: the 3(rd) most prevalent cancer among females in Cyprus and the 12(th) in Romania, respectively. Environmental chemicals, such as bisphenol A have a proven effect on the thyroid function. However, the relation between the exposure to the endocrine disruptor and the development of thyroid nodules, with a potential of malignant transformation has not been previously studied. The aim of the study was to investigate the potential factors that lead to the difference of thyroid nodules incidence in the mentioned countries., Methods: A pilot case-control study has been conducted in 2014-2015 in the "Prof. Dr. Ion Chiricuţă" Institute of Oncology, Cluj-Napoca, Romania and the Endocrinology Department of Archbishop Makarios III Hospital, Nicosia, Cyprus. Females older than 20 years with no medical history were recruited. Cases were women with ultrasound-confirmed thyroid nodules of size >3mm. Controls were women without thyroid nodules after ultrasound confirmation. All participants provided blood samples for measurements of the thyroid stimulating hormone (TSH), free thyroxin (FT4), anti-thyroglobulin (ATg) and anti-thyroid peroxidase (ATPO); urine samples. Demographics, anthropometrics and other relevant information were provided through the administration of a questionnaire., Results: In Romania we selected 51 patients with thyroid nodules (case group) and 41 without thyroid nodules (control group) and in Cyprus 57 cases, respectively 65 controls. After the statistical analysis of the data collected we observed statistically significant differences between the populations of the two countries regarding BMI and the value of the thyroid hormones and antibodies., Conclusions: Using the data observed in this study, differences were found between Cyprus and Romania among females with thyroid nodules the BMI, and the level of thyroid hormones had statistically significant differences. This study reports preliminary data, further analysis of environmental exposures to chemical factors that might have a certain influence over the thyroid in the two countries will follow.
- Published
- 2015
- Full Text
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