134 results on '"Akin, O."'
Search Results
2. Turning Waste to Wealth: Harnessing the Potential of Cassava Peels for Nutritious Animal Feed
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Okike, Iheanacho, Wigboldus, Seerp, Samireddipalle, Anandan, Naziri, Diego, Adesehinwa, Akin O. K., Adejoh, Victor Attah, Amole, Tunde, Bordoloi, Sunil, Kulakow, Peter, Thiele, Graham, editor, Friedmann, Michael, editor, Campos, Hugo, editor, Polar, Vivian, editor, and Bentley, Jeffery W., editor
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- 2022
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3. A Geometric Approach to Solve Fuzzy Linear Systems
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Gasilov, N., Amrahov, Şahin Emrah, Fatullayev, A. Golayoglu, Karakas, H. I., and Akin, O.
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Computer Science - Numerical Analysis ,Mathematics - Numerical Analysis ,G.1.3 ,G.4 ,J.2 - Abstract
In this paper, linear systems with a crisp real coefficient matrix and with a vector of fuzzy triangular numbers on the right-hand side are studied. A new method, which is based on the geometric representations of linear transformations, is proposed to find solutions. The method uses the fact that a vector of fuzzy triangular numbers forms a rectangular prism in n-dimensional space and that the image of a parallelepiped is also a parallelepiped under a linear transformation. The suggested method clarifies why in general case different approaches do not generate solutions as fuzzy numbers. It is geometrically proved that if the coefficient matrix is a generalized permutation matrix, then the solution of a fuzzy linear system (FLS) is a vector of fuzzy numbers irrespective of the vector on the right-hand side. The most important difference between this and previous papers on FLS is that the solution is sought as a fuzzy set of vectors (with real components) rather than a vector of fuzzy numbers. Each vector in the solution set solves the given FLS with a certain possibility. The suggested method can also be applied in the case when the right-hand side is a vector of fuzzy numbers in parametric form. However, in this case, -cuts of the solution can not be determined by geometric similarity and additional computations are needed.
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- 2009
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4. EVALUATION OF OXIDATIVE STRESS MARKERS IN GIRLS WITH PREMATURE THELARCHE AND PRECOCIOUS PUBERTY.
- Author
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Gunes, S. Odabasi, Akin, O., Durmaz, N., Erel, O., and Yavuz, S. T.
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FOLLICLE-stimulating hormone , *RECEIVER operating characteristic curves , *OXIDATIVE stress , *LUTEINIZING hormone , *ETIOLOGY of diseases , *PRECOCIOUS puberty - Abstract
Context. Oxidative products take part in various physiological processes and overproduction of oxidative products is involved in the etiology of many diseases. Objectives. We aimed to evaluate thiol-disulfide homeostasis (TDH); one of the oxidative stress parameters, in girls with premature thelarche (PT) and precocious puberty (PP). Design. This case-control study was conducted between January 2022 and July 2022. Subjects and Methods. TDH parameters, involving native thiol (NT), disulfide, and total thiol (TT), were evaluated in 39 girls with PT, 41 girls with PP and 46 healthy prepubertal girls. The correlations of luteinizing hormone (LH), follicle-stimulating hormone (FSH), estradiol (E2) levels with the TDH parameters were determined and ROC curve analysis was performed. Results. NT, TT and NT/TT ratio were higher in the PT and PP groups compared to the control group (p<0.01). Disulfide/NT ratio and disulfide/TT ratio were lower in the PT and PP groups compared to the control group (p<0.05). All the TDH values did not statistically differ between the PP and PT group (p>0.05). There was a positive correlation between LH level, FSH level, and NT level, TT level, NT/TT ratio. The best parameter to discriminate PT or PT and control groups were NT and TT (p<0.01). Conclusion. TDH is altered in girls with PT and PP. NT and TT levels can be useful to discriminate prepubertal girls with lipomastia and girls with PP and PT in clinical practice. Further studies on larger cohorts of patients are required to clarify our results. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Turning waste to wealth: harnessing the potential of Cassava peels for nutritious animal feed
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Iheanacho Okike, Seerp Wigboldus, Anandan Samireddipalle, Diego Naziri, Akin O. K. Adesehinwa, Victor Attah Adejoh, Tunde Amole, Sunil Bordoloi, Peter Kulakow, Thiele, Graham, Friedmann, Michael, Campos, Hugo, Polar, Vivian, and Bentley, Jeff
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GE ,S1 - Abstract
In Nigeria, processing cassava for food and industry yields around 15 million tons of wet peels annually. These peels are usually dumped near processing centres to rot or dry enough to be burned. Rotting heaps release methane into the air and a stinking effluent that pollutes nearby streams and underground water, while burning produces clouds of acrid smoke. However, when properly dried, peels can be an ingredient in animal feed. Previous attempts over two decades to use peels in animal feed failed to yield profitable options for drying wet peels at commercial scale, but recent research suggests that cassava peels can be processed into high-quality cassava peel (HQCP) products to be used as nutritious, low-cost animal feed ingredients. The core innovation was to adopt the same steps and equipment used for processing cassava roots into gari, the main staple food in the country. When dried, 3 tons of wet peels yield a tonne of healthy and energy-rich animal feed, containing nearly 3,000 kilocalories per kilogram of dry matter (kcal/kgDM). Adopting this innovation at scale in Nigeria’s poultry and fish sectors alone has the potential to turn approximately 3.6 million tons of wet peels into 1.2 million tons of feed ingredients capable of replacing approximately 810,000 tons of largely imported maize. The innovation has great potential to increase feed availability and lower its cost while saving cereals for human consumption, reducing the import bill, creating new business opportunities, and protecting the environment. This research was initiated by CGIAR centres and taken up by the CGIAR Research Program on Roots, Tubers and Bananas (RTB) over the past decade with strategic input from the CGIAR Research Program on Livestock to accelerate development of the innovation, and this chapter documents the potential and progress in taking this innovation to scale.
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- 2022
6. The Nigerian University System: Meeting the Challenges of Growth in a Depressed Economy.
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Adesola, Akin O.
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An overview of recent history of Nigerian higher education chronicles periods of phenomenal expansion, economic downturn and retrenchment, monitoring of efficiency and academic standards, continued uncontrolled expansion in the absence of basic facilities, recently improved fiscal management, revival of student aid, and proposals for the opening of private universities. (Author/MSE)
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- 1991
7. Challenges and Frugal Remedies for Lowering Facility Based Neonatal Mortality and Morbidity: A Comparative Study
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Hippolite O. Amadi, Akin O. Osibogun, Olateju Eyinade, Mohammed B. Kawuwa, Angela C. Uwakwem, Maryann U. Ibekwe, Peter Alabi, Chinyere Ezeaka, Dada G. Eleshin, and Mike O. Ibadin
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Pediatrics ,RJ1-570 - Abstract
Millennium development goal target on infant mortality (MDG4) by 2015 would not be realised in some low-resource countries. This was in part due to unsustainable high-tech ideas that have been poorly executed. Prudent but high impact techniques could have been synthesised in these countries. A collaborative outreach was initiated to devise frugal measures that could reduce neonatal deaths in Nigeria. Prevailing issues of concern that could militate against neonatal survival within care centres were identified and remedies were proffered. These included application of (i) recycled incubator technology (RIT) as a measure of providing affordable incubator sufficiency, (ii) facility-based research groups, (iii) elective training courses for clinicians/nurses, (iv) independent local artisans on spare parts production, (v) power-banking and apnoea-monitoring schemes, and (v) 1/2 yearly failure-preventive maintenance and auditing system. Through a retrospective data analyses 4 outreach centres and one “control” were assessed. Average neonatal mortality of centres reduced from 254/1000 to 114/1000 whilst control remained at 250/1000. There was higher relative influx of incubator-dependent-neonates at outreach centres. It was found that 43% of mortality occurred within 48 hours of presentation (d48) and up to 92% of d48 were of very-low birth parameters. The RIT and associated concerns remedies have demonstrated the vital signs of efficiency that would have guaranteed MDG4 neonatal component in Nigeria.
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- 2014
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8. Transcriptomic correlates of non-enhancing tumor volume on imaging in clear cell renal cell carcinoma
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Marcon, J., primary, Duzgol, C., additional, Kuo, F., additional, Weiss, K., additional, Di Natale, R.G., additional, Mano, R., additional, Silagy, A.W., additional, Blum, K.A., additional, Weng, S., additional, Attalla, K., additional, Reznik, E., additional, Coleman, J.A., additional, Russo, P., additional, Ahmed, F.S., additional, Akin, O., additional, and Hakimi, A.A., additional
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- 2020
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9. Striated urethral sphincter function following training in men prior to radical prostatectomy
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Mungovan, S.F., primary, Graham, P. L, additional, Vukovic, D. I, additional, Han, C. S, additional, Luiting, H. B, additional, Sandhu, J. S, additional, Akin, O., additional, Carlsson, S. V, additional, Eastham, J. A, additional, and Patel, M. I, additional
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- 2020
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10. Urethral displacement and membranous urethral volume following radical prostatectomy increases the risk of incontinence at 3 months
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Mungovan, S.F., primary, Ha, H.K., additional, Graham, P. L, additional, Luiting, H. B, additional, Ku, J.J., additional, Lee, C.H., additional, Goyang, H.K.S., additional, Sohn, D.W., additional, Sandhu, J. S, additional, Akin, O., additional, and Patel, M. I, additional
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- 2020
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11. Historical epidemiology of hepatitis C virus in select countries-volume 4
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Maaroufi, A., Vince, A., Himatt, S. M., Mohamed, R., Fung, J., Opare-Sem, O., Workneh, A., Njouom, R., Al ghazzawi, I., Abdulla, M., Kaliaskarova, K. S., Owusu-Ofori, S., Abdelmageed, M. K., Adda, D., Akin, O., Al Baqali, A., Al Dweik, N., Al Ejji, K., Al Kaabi, S., Al Naamani, K., Al Qamish, J., Al Sadadi, M., Al Salman, J., AlBadri, M., Al- Busafi, S. A., Al-Romaihi, H. E., Ampofo, W., Antonov, K., Anyaike, C., Arome, F., Bane, A., Blach, S., Borodo, M. M., Brandon, S. M., Bright, B., Butt, M. T., Cardenas, I., Chan, H. L. Y., Chen, C. J., Chen, D. S., Chen, P. J., Chien, R. N., Chuang, W. L., Cuellar, D., Derbala, M., Elbardiny, A. A., Estes, C., Farag, E., Gamkrelidze, I., Garcia, V., Genov, J., Ghandour, Z., Ghuloom, M., Gomez, B., Gunter, J., Habeeb, J., Hajelssedig, O., Hamoudi, W., Hrstic, I., Hu, C. C., Huang, C. F., Hui, Y. T., Jahis, R., Jelev, D., John, A. K., Kamel, Y., Kao, J. H., Khamis, J., Khattabi, H., Khoudri, I., Konysbekova, A., Kotzev, I., Lai, M. S., Lao, W. C., Layden, J., Lee, M. H., Lesi, O., Li, M., Lo, A., Loo, C. K., Lukšić, B., Malu, A. O., Mateva, L., Mitova, R., Morović, M., Murphy, K., Mustapha, B., Nde, H., Nersesov, A., Ngige, E., Njoya, O., Nonković, D., Obekpa, S., Oguche, S., Okolo, E. E., Omede, O., Omuemu, C., Ondoa, P., Phillips, R. O., Prokopenko, Y. N., Razavi, H., Razavi-Shearer, D., Redae, B., Reic, T., Rinke de Wit, T., Rios, C., Robbins, S., Roberts, L. R., Sanad, S. J., Schmelzer, J. D., Sharma, M., Simonova, M., Su, T. H., Sultan, K., Tan, S. S., Tchernev, K., Tsang, O. T. Y., Tsang, S., Tzeuton, C., Ugoeze, S., Uzochukwu, B., Vi, R., Wani, H. U., Wong, V. W. S., Yacoub, R., Yesmembetov, K. I., Youbi, M., Yuen, M. F., Razavi-Shearer, K., APH - Quality of Care, APH - Personalized Medicine, AII - Infectious diseases, Global Health, and APH - Methodology
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Hepatology ,Health Policy ,Disease Management ,Hepatitis C, Chronic ,Global Health ,Antiviral Agents ,Liver Transplantation ,03 medical and health sciences ,0302 clinical medicine ,Infectious Diseases ,Virology ,Prevalence ,Humans ,030211 gastroenterology & hepatology ,030212 general & internal medicine ,Hepatitis C - Abstract
Due to the introduction of newer, more efficacious treatment options, there is a pressing need for policy makers and public health officials to develop or adapt national hepatitis C virus (HCV) control strategies to the changing epidemiological landscape. To do so, detailed, country-specific data are needed to characterize the burden of chronic HCV infection. In this study of 17 countries, a literature review of published and unpublished data on HCV prevalence, viraemia, genotype, age and gender distribution, liver transplants and diagnosis and treatment rates was conducted, and inputs were validated by expert consensus in each country. Viraemic prevalence in this study ranged from 0.2% in Hong Kong to 2.4% in Taiwan, while the largest viraemic populations were in Nigeria (2 597 000 cases) and Taiwan (569 000 cases). Diagnosis, treatment and liver transplant rates varied widely across the countries included in this analysis, as did the availability of reliable data. Addressing data gaps will be critical for the development of future strategies to manage and minimize the disease burden of hepatitis C.
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- 2017
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12. Interaction of zones of flow separation in a centrifugal impeller-stationary vane system
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Akin, O. and Rockwell, D.
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- 1994
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13. High image-density particle image velocimetry using laser scanning techniques
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Rockwell, D., Magness, C., Towfighi, J., Akin, O., and Corcoran, T.
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- 1993
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14. The feasibility of epidemiological research on prostate cancer in African men in Ibadan, Nigeria
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Suvam Paul, Olufemi Ogunbiyi, Ilir Agalliu, Olayiwola B. Shittu, Olukemi K. Amodu, Thomas E. Rohan, Oluwafemi Popoola, Michael C. Asuzu, Adebola Adedimeji, David W. Lounsbury, Chioma C. Asuzu, Kola Jinadu, and Akin O Adebiyi
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Adult ,Male ,Gerontology ,medicine.medical_specialty ,Case–control study ,Nigeria ,Feasibility study ,urologic and male genital diseases ,Body Mass Index ,Prostate cancer ,Risk Factors ,Environmental health ,Epidemiology ,Humans ,Medicine ,Body Weights and Measures ,Genetic Predisposition to Disease ,Epidemiologic study ,Life Style ,Aged ,Aged, 80 and over ,business.industry ,Incidence ,Mortality rate ,Incidence (epidemiology) ,Public health ,Public Health, Environmental and Occupational Health ,Case-control study ,Prostatic Neoplasms ,Middle Aged ,Prostate-Specific Antigen ,medicine.disease ,African men ,Prostate-specific antigen ,Logistic Models ,Socioeconomic Factors ,Case-Control Studies ,Feasibility Studies ,Biostatistics ,business ,Research Article - Abstract
Background Men of African descent have the highest incidence and mortality rates of prostate cancer (PrCa) worldwide. Notably, PrCa is increasing in Africa with Nigerian men being mostly affected. Thus, it is important to understand risk factors for PrCa in Nigeria and build capacity for cancer research. The goals of this study were to determine the feasibility of conducting an epidemiological study of PrCa and to obtain preliminary data on risk factors for PrCa in Nigeria. Methods A case–control study (50 cases/50 controls) was conducted at the University College Hospital (UCH) in Ibadan, Nigeria, between October 2011 and December 2012. Men aged 40 to 80 years were approached for the study and asked to provide informed consent and complete the research protocol. Logistic regression models were used to examine associations between demographic, social and lifestyle characteristics and risk of PrCa. Results The participation rate among cases and controls was 98% and 93%, respectively. All participants completed a questionnaire and 99% (50 cases/49 controls) provided blood samples. Cases had a median serum diagnostic PSA of 73 ng/ml, and 38% had a Gleason score 8–10 tumor. Family history of PrCa was associated with a 4.9-fold increased risk of PrCa (95% CI 1.0 - 24.8). There were statistically significant inverse associations between PrCa and height, weight and waist circumference, but there was no association with body mass index (kg/m2). There were no associations between other socio-demographic and lifestyle characteristics and PrCa risk. Conclusion This feasibility study demonstrated the ability to ascertain and recruit participants at UCH and collect epidemiological, clinical and biospecimen data. Our results highlighted the advanced clinical characteristics of PrCa in Nigerian men, and that family history of PrCa and some anthropometric factors were associated with PrCa risk in this population. However, larger studies are needed to better understand the epidemiological risk factors of PrCa in Nigeria.
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- 2015
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15. Intraserebral Hematomlar (Retrospektif İnceleme)
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ALKAN, Korkut, DEMİRCAN, Nusret, AKIN, O. Niyazi, KUTLAY, Murat, ÇOLAK, Ahmet, YAYLA, Orhan, and BARUT, Şeref
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- 2014
16. A case report of metastasis of malignant mesothelioma to the retromolar trigone
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Arslan, A., primary, Ozcakir-Tomruk, C., additional, Deniz, E., additional, and Akin, O., additional
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- 2016
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17. Keman eğitiminde temel becerilerin rasch ölçme modeli ile değerlendirilmesi
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Akin, O and Basturk, R
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Rasch Measurement ,Item Response Theory ,Violin Education ,Music Education ,Performance Measurement ,Many-Facet - Abstract
The purpose of this study is to investigate the usefulness of the many-facet Rasch model (MFRM) in evaluating the quality of performance related to violin education in Anatolia Fine Arts High School students. The Rasch Model utilizes item response theory stating that the probability of a correct response to a task depends largely on a single parameter, the ability of the person. MFRM extends this one-parameter model to other facets, for example, rater severity, rating scale format, task difficulty levels. This paper specifically investigated the students' violin performance ability in terms of task difficulty and rater severity/leniency. 27 students selected randomly form the three different Anatolia Fine Arts High Schools from the three different regions in Turkey. Students demonstrate the violin performance during the autumn semester of the 2009-2010 school years in the "Violin Education" course. Three judges evaluated each student's violin performance using "Violin Performance Evaluation Rubric". The results of this study demonstrated that the MFRM is a powerful tool for handling polytomous data in performance assessment in Music education.
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- 2012
18. Risk mitigation strategies and policy implications for carbon dioxide (CO2) emission in organically- amended soils in Nigeria
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Gbemisola, OO, Akin, O, Aladesanmi, OT, Maruf, S, Famurewa, AJ, and Siyanbola, WO
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Global food security has been a challenge, especially in Africa. This has attracted the adoption of strategies to improve soil productivity and crop yield. One of such strategies is the use of solid wastes as soil organic matter amendments. An investigation of the effects of soil amendment using poultry manure, sawdust and their mixtures on carbon dioxide (CO2) emission, maize (Zea mays L.) growth and dry matter yield were assessed under laboratory and greenhouse conditions. Top soil obtained from unfertilized plots at the Obafemi Awolowo University Teaching and Research farm, Ile-Ife, Nigeria was used for the experiments. The organic amendments were added at the rate of 10 g/kg, treatments were in triplicates and treatment means were separated using Duncan’s Multiple Range Test at 95% level of significance. Results obtained revealed that CO2 emission decreased while maize heights and dry matter yields significantly (P > 0.05) increased with increasing ratios of poultry manure in the poultry manure-sawdust mixtures. The CO2 emission from poultry manure amended soil was about 61% that from sawdust amended soil while the mean height and dry matter yield in sawdust-amended soils were 84% and 52% respectively those obtained in poultry manure amended soil. This paper concludes that it is essential to design and implement policies that will guide and encourage the use of organic amendments at ratios that can enhance crop yield and mitigate CO2 emission to the environment.Key words: Food security, solid waste, carbon dioxide emission, organic amendments, environment and policy.
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- 2011
19. The feasibility of epidemiological research on prostate cancer in African men in Ibadan, Nigeria
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Agalliu, Ilir, primary, Adebiyi, Akin O, additional, Lounsbury, David W, additional, Popoola, Oluwafemi, additional, Jinadu, Kola, additional, Amodu, Olukemi, additional, Paul, Suvam, additional, Adedimeji, Adebola, additional, Asuzu, Chioma, additional, Asuzu, Michael, additional, Ogunbiyi, Olufemi J, additional, Rohan, Thomas, additional, and Shittu, Olayiwola B, additional
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- 2015
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20. Design and control of an active artificial knee joint
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Akin O. Kapti, M. Sait Yucenur, Kapti, AO, Yucenur, MS, Sakarya Üniversitesi/Mühendislik Fakültesi/Makine Mühendisliği Bölümü, and Kaptı, Akın Oğuz
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musculoskeletal diseases ,Engineering ,business.industry ,Mechanical Engineering ,medicine.medical_treatment ,Control (management) ,Bioengineering ,Knee Joint ,Motion control ,Above knee prosthesis ,musculoskeletal system ,Prosthesis ,Computer Science Applications ,Gait (human) ,Mechanics of Materials ,medicine ,Joint (building) ,Actuator ,business ,human activities ,Simulation - Abstract
A passive above knee prosthesis being currently in use does not respond adequately to the needs of daily living activities of an amputee due to its limited functions. Therefore, this study deals with design and testing of an active above knee prosthesis. The essential part of this prosthesis is the knee joint actuator based on active control of basic flexion and extension functions of the knee joint with the motor. The imitation of walking gait pattern by the proposed prosthesis was provided with a trajectory control scheme for the knee joint angle in accordance with the necessity of rule-based control approach. (C) 2006 Elsevier Ltd. All rights reserved.
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- 2006
21. Challenges and Frugal Remedies for Lowering Facility Based Neonatal Mortality and Morbidity: A Comparative Study
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Amadi, Hippolite O., primary, Osibogun, Akin O., additional, Eyinade, Olateju, additional, Kawuwa, Mohammed B., additional, Uwakwem, Angela C., additional, Ibekwe, Maryann U., additional, Alabi, Peter, additional, Ezeaka, Chinyere, additional, Eleshin, Dada G., additional, and Ibadin, Mike O., additional
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- 2014
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22. Prostate cancer imaging.
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Fuchsjager, M., Shukla-Dave, A., Akin, O., Barentsz, J.O., Hricak, H., Fuchsjager, M., Shukla-Dave, A., Akin, O., Barentsz, J.O., and Hricak, H.
- Abstract
Item does not contain fulltext, As prostate cancer is a biologically heterogeneous disease for which a variety of treatment options are available, the major objective of prostate cancer imaging is to achieve more precise disease characterization. Magnetic resonance imaging (MRI) may enhance the staging of prostate cancer compared with clinical evaluation, transrectal ultrasound, or computed tomography (CT), and allows concurrent evaluation of prostatic, periprostatic, and pelvic anatomy. In clinical practice, the fusion of MRI or dynamic contrast-enhanced MRI (DCE-MRI) with MR spectroscopic imaging (MRSI) is improving the evaluation of cancer location, size, and extent, while providing an indication of tumor aggressiveness. Pretreatment knowledge of these prognostic variables is essential for achieving minimally invasive, patient-specific therapy.
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- 2008
23. Computational Specification of Building Requirements in theEarly Stages of Design
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Akin, O., Aygen, Z., Cumming, M., Donia, M., Sen, R., and Zhang, Y.
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- 1998
24. Cost Reduction Associated with Use of Subglottic Aspiration to Reduce Ventilator-Associated Pneumonia in Turkey
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Kockaya, G., primary, Erslon, M.G., additional, Can, H., additional, Akin, O., additional, and Ozcan, S., additional
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- 2013
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25. An Electronic Design Assistance Tool for Case Based Representation of Designs
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Akin, O., Cumming, M., Shealey, M., and Tuncer, B.
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- 1996
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26. PMD14 Potential Impact of Regional Cerebral Oxygen Saturation Monitoring During Coronary Artery Bypass Surgery on the Patient Reimbursement Budget in Turkey
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Kockaya, G., primary, Akin, O., additional, Ott, M., additional, Erslon, M.G., additional, and Kelley, S.D., additional
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- 2012
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27. The domestic livestock resources of Turkey: cattle local breeds and types and their conservation status
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Yilmaz, O., primary, Akin, O., additional, Yener, S. Metin, additional, Ertugrul, M., additional, and Wilson, R. T., additional
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- 2012
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28. Current arrangements for national and regional conservation of animal genetic resources
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Boettcher, P.J., primary and Akin, O., additional
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- 2010
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29. The effects of hyperbarıc oxygen on hıstopathologıcal changes of cerebral ıschemıa
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Akin, O. N. and Öztek, / İ.
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Cerebral Ischemia,Hyperbaric Oxygen,Therapy ,Medicine ,Tıp - Abstract
Hyperbaric Oxygen Therapy is an important treatment in cerebral ischemia caused by cerebrovascular diseases. In this experimental study, ten rabbit brains with cerebral ischemia were treated with Hyperbaric Oxygen under 2 atm. pressure, and the histopathological findings compared with those of a control group. We demonstrate that Hyperbaric Oxygen Therapy has a considerable effect both in reducing edema and in preventing micronecrosis and macrocyst formation in ischemic brain tissue.
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- 1990
30. Computational Specification of Building Requirements in theEarly Stages of Design
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Akin, O. (author), Aygen, Z. (author), Cumming, M. (author), Donia, M. (author), Sen, R. (author), Zhang, Y. (author), Akin, O. (author), Aygen, Z. (author), Cumming, M. (author), Donia, M. (author), Sen, R. (author), and Zhang, Y. (author)
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Architecture
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- 1998
31. An Electronic Design Assistance Tool for Case Based Representation of Designs
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Akin, O. (author), Cumming, M. (author), Shealey, M. (author), Tuncer, B. (author), Akin, O. (author), Cumming, M. (author), Shealey, M. (author), and Tuncer, B. (author)
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Architecture
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- 1996
32. Unsteady Flow Distortion Past Blades: Sources of Noise Generation in Rotating Flows
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LEHIGH UNIV BETHLEHEM PA DEPT OF MECHANICAL ENGINEERING AND MECHANICS, Rockwell, D. O., Akin, O., Kim, J. H., Konak, S., Kuryla, J., Magness, C., Robinson, O., Takmaz, L., Towfighi, J., LEHIGH UNIV BETHLEHEM PA DEPT OF MECHANICAL ENGINEERING AND MECHANICS, Rockwell, D. O., Akin, O., Kim, J. H., Konak, S., Kuryla, J., Magness, C., Robinson, O., Takmaz, L., and Towfighi, J.
- Abstract
Objectives: Determine flow structure at leading- and trailing-edges of blading in terms of velocity gradients representing pressure sources. Employ active and passive control techniques to manipulate crucial phase shifts of vorticity fields past blading.
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- 1992
33. Unsteady Flow Distortion Past Blades: Sources of Noise Generation in Rotating Flows
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LEHIGH UNIV BETHLEHEM PA DEPT OF MECHANICAL ENGINEERING AND MECHANICS, Rockwell, D. O., Akin, O., Kim, J. H., Konak, S., Kuryla, J., Magness, C., Robinson, O., Takmaz, L., Towfighi, J., LEHIGH UNIV BETHLEHEM PA DEPT OF MECHANICAL ENGINEERING AND MECHANICS, Rockwell, D. O., Akin, O., Kim, J. H., Konak, S., Kuryla, J., Magness, C., Robinson, O., Takmaz, L., and Towfighi, J.
- Abstract
General objectives include determination of flow structure at leading- and trailing-edges of blading in terms of velocity gradients representing pressure sources and employment of active and passive control techniques to manipulate crucial phase shifts of vorticity fields past blading. Design and implementation of experimental systems include generic, controlled systems for study of basic classes of leading- and trailing-edge interactions and a unique radial flow machine for simultaneous active control and flow visualization. Techniques for quantitative bubble and particle tracking via laser diagnostics were developed. Methods of evaluation of images via laser interrogation and approaches to two- and three-dimensional image construction are presented.
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- 1991
34. Studies on Preventive Nephrology: Systemic Hypertension in the Pediatric and Adolescent Population of Gassim, Saudi Arabia
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Soyannwo, M. Akin O., primary, Gadallah, Mohsen, additional, Kurashi, Nabil Y., additional, Hams, Jamal, additional, El-Essawi, Osama, additional, Khan, Nissar A., additional, Singh, Rana G., additional, Alamri, Aladin, additional, and Beyari, Talal H., additional
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- 1997
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35. PIN21 - Cost Reduction Associated with Use of Subglottic Aspiration to Reduce Ventilator-Associated Pneumonia in Turkey
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Kockaya, G., Erslon, M.G., Can, H., Akin, O., and Ozcan, S.
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- 2013
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36. Serum magnesium level and its relation with insulin resistance in obese children.
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Abaci A, Hizli S, Özdemir O, Razi CH, Koçak M, Akin O, and Kabakus N
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Copyright of Journal of Current Pediatrics / Guncel Pediatri is the property of Galenos Yayinevi Tic. LTD. STI and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2010
37. On the process of creativity in puzzles, inventions, and designs
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Akin, O. and Akin, C.
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- 1998
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38. An electronic design assistance tool for case-based representation of designs
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Akin, O., Cumming, M., Shealey, M., and Tuncer, B.
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- 1997
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39. Sacroiliitis during isotretinoin treatment: Causal association or coincidence?
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Asuman Cömert, Duygu Geler Külcü, Neslihan Tasdelen, Ozlem Akin, Gülcan Öztürk, Ece Aydoğ, Aydog, E, Ozturk, G, Comert, A, Tasdelen, N, Akin, O, Kulcu, DG, and Yeditepe Üniversitesi
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medicine.medical_specialty ,side effect ,medicine.drug_class ,lcsh:Medicine ,Case Report ,sacroiliitis ,030207 dermatology & venereal diseases ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Pharmacotherapy ,medicine ,In patient ,Retinoid ,skin and connective tissue diseases ,Isotretinoin ,030203 arthritis & rheumatology ,lcsh:R5-920 ,Nonsteroidal ,medicine.diagnostic_test ,business.industry ,lcsh:R ,Sacroiliitis ,Magnetic resonance imaging ,medicine.disease ,Dermatology ,chemistry ,Causal association ,business ,lcsh:Medicine (General) ,General Economics, Econometrics and Finance ,medicine.drug - Abstract
Isotretinoin, a retinoid derivate used in acne treatment, has a variety of side effects involving the musculoskeletal system; however, sacroiliitis is rarely observed. Our aim was to present nine cases of sacroiliitis in patients being treated with isotretinoin. Sacroiliitis was identified and monitored using magnetic resonance imaging (MRI). Clinical symptoms were resolved with nonsteroidal anti-inflammatory drug therapy after isotretinoin treatment was ceased. Different from the other cases, follow-up MRI was done. Follow-up MRI revealed improvement in some patients. Although the association between isotretinoin therapy and sacroiliitis has been covered in literature, this association is not yet completely understood. We aimed to discuss the relationship between two.
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- 2018
40. A case report of metastasis of malignant mesothelioma to the retromolar trigone
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C. Ozcakir-Tomruk, O. Akin, Ediz Deniz, Ahmet Arslan, Arslan, A., Ozcakir-Tomruk, C., Deniz, E., Akin, O., and Yeditepe Üniversitesi
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Male ,Mesothelioma ,medicine.medical_specialty ,Lung Neoplasms ,Biopsy ,Pleural Neoplasms ,Antineoplastic Agents ,Case Report ,Pemetrexed ,Deoxycytidine ,Metastasis ,Diagnosis, Differential ,03 medical and health sciences ,Fatal Outcome ,0302 clinical medicine ,Fluorodeoxyglucose F18 ,Positron Emission Tomography Computed Tomography ,Antineoplastic Combined Chemotherapy Protocols ,Radiography, Panoramic ,medicine ,Humans ,Pleural Neoplasm ,Mouth neoplasm ,Past medical history ,medicine.diagnostic_test ,business.industry ,General surgery ,Mesothelioma, Malignant ,Retromolar Trigone ,030206 dentistry ,Middle Aged ,medicine.disease ,Immunohistochemistry ,Gemcitabine ,Oncology ,Retromolar trigone ,Calbindin 2 ,030220 oncology & carcinogenesis ,Mouth Neoplasms ,Radiotherapy, Adjuvant ,Surgery ,Oral mucosa ,Radiology ,Cisplatin ,Differential diagnosis ,business - Abstract
Background: Malignant mesothelioma is a rare and aggressive tumor with a poor prognosis. Distant metastases are very rare, and the oral cavity metastases are exceedingly rare. Only a few cases with metastasis to oral gingiva are reported. To our knowledge, this is the first case report of pleural mesothelioma metastasized to the retromolar trigone. Case presentation: A 59-year-old male was referred with a painless growth at retromolar trigone area. It had been present for 2 months and had increased in size during this period of time. Past medical history revealed a malignant mesothelioma. Intraoral examination showed a soft, haemorrhagic, ulcerated lesion at the right retromolar trigone area. There was no destruction of the bony architecture. An incisional biopsy was performed under local anaesthesia. Based on the histopathological and immunohistochemical findings, a final diagnosis of metastatic mesothelioma was made. The patient was informed about the possibility of multiple metastases within the body, but he succumbed after 45 days following deterioration of his medical condition. Conclusions: Biopsy, history of the patient and clinical picture were provided to the clinicians to make an efficient differential diagnosis. Differential diagnosis must be performed with other oral cancers, because the management is totally different. © 2016 The Author(s).
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- 2016
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41. Depth of Hydrogel Spacer Rectal Wall Infiltration Was Not Associated With Rectal Toxicity: Results From a Randomized Prospective Trial.
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Grossman CE, Akin O, Damato AL, Nunez DA, and Zelefsky MJ
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Purpose: Rectal spacers have gained popularity as a dose-sparing material for prostate cancer radiation therapy (RT). However, the procedure can be associated with unintended rectal wall infiltration (RWI) of the spacer gel. We therefore classified RWI severity as a function of depth and explored its association with rectal toxicity using a data set from prostate cancer patients treated with RT on a prospective randomized clinical trial (RCT)., Methods and Materials: Postimplant T2-weighted magnetic resonance images of 149 subjects randomized to the hydrogel spacer arm of a published multicenter RCT were assessed for the presence and depth of RWI. All implants were assigned a score of 0 (no rectal wall signal changes), 1 (rectal wall edema/signal change), 2 (partial RWI), or 3 (full-thickness RWI); RWI was defined as a score of 2 or 3. Correlations were made between RWI score and physician-reported procedure, acute, and late rectal toxicity., Results: Although 62.4% of implants had no rectal wall signal abnormalities, 24% [scores of 2 (20.1%) and 3 (4.0%)] of procedures exhibited radiographic evidence of RWI. Full-thickness RWI was associated with both a longer length (22.8 ± 7.0 mm, P = .008) and a larger circumferential percentage (35.8% ± 9.2%, P = .045) of rectal infiltration. Although 7 subjects (5%) experienced transient procedure-related rectal toxicities (most commonly perineal/rectal pain), only one had RWI (score of 2, National Cancer Institute's Common Terminology Criteria for Adverse Events grade 1). Consequently, no correlation was observed between procedural rectal toxicity and the presence/extent of RWI ( P = .64). Similarly, no difference in acute ( P = .64) or late ( P = .85) rectal toxicity incidence or grade was detected between RWI categories; none of the 6 men with a RWI score of 3 developed late rectal toxicity by 15 months., Conclusions: Based on data from an RCT, RWI did not contribute to increased rectal toxicity prior and up to 15 months after conventional prostate cancer RT., (© 2024 The Authors.)
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- 2024
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42. Skeletal muscle and visceral adipose radiodensities are pre-surgical, non-invasive markers of aggressive kidney cancer.
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Furberg H, Bradshaw PT, Knezevic A, Olsson L, Petruzella S, Stein E, Paris M, Scott J, Akin O, Hakimi AA, Russo P, Sanchez A, Caan B, and Mourtzakis M
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- Humans, Male, Female, Muscle, Skeletal diagnostic imaging, Muscle, Skeletal pathology, Lipids, Carcinoma, Renal Cell pathology, Kidney Neoplasms pathology, Sarcopenia pathology
- Abstract
Introduction: Most studies on body composition in kidney cancer have been conducted among patients with metastatic disease. Given that aggressive tumours can adversely impact body composition and even non-metastatic tumours can be aggressive, we evaluated associations between pre-surgical body composition features and tumour pathological features in patients with non-metastatic clear cell renal cell cancer (ccRCC)., Methods: The Resolve Cohort consists of 1239 patients with non-metastatic ccRCC who underwent nephrectomy at Memorial Sloan Kettering Cancer Center between 2000 and 2020. The cross-sectional areas and radiodensities of skeletal muscle, visceral adipose, and subcutaneous adipose tissues were determined from pre-surgical computed tomography (CT) scans at the third lumbar vertebrae using Automatica software. Pearson's correlation coefficients describe inter-relationships among BMI and body composition variables, while odds ratios (OR) and 95% confidence intervals (CI) estimate associations between continuous body composition features (per 1-standard deviation) and advanced stage (Stage III vs. Stages I-II) and high Fuhrman grade (Grades 3-4 vs. 1-2) from multivariable logistic regression models that considered the potential impact of biological sex, contrast enhanced CTs, and early age at onset of ccRCC., Results: The cohort was predominantly male (69%), white (89%), and had a median age of 58. The proportion of patients presenting with advanced stage and high-grade disease were 31% and 51%, respectively. In models that adjusted for demographics and all body composition variables simultaneously, decreasing skeletal muscle radiodensity (i.e., more fat infiltration) but increasing visceral adipose tissue radiodensity (i.e., more lipid depletion) were associated with advanced tumour features. Per 8.4 HU decrease in skeletal muscle radiodensity, the odds of presenting with advanced stage was 1.61 (95% CI: 1.34-1.93). Per 7.22 HU increase in visceral adipose tissue radiodensity, the odds of presenting with advanced stage was 1.45 (95% CI: 1.22-1.74). Skeletal muscle index (i.e., sarcopenia) was not associated with either tumour feature. Similar associations were observed for Fuhrman grade, a more direct marker of tumour aggressiveness. Associations did not differ by sex, contrast use, or age at onset of ccRCC., Conclusions: Lipid infiltrated skeletal muscle, but lipid depleted visceral adipose tissue were independently associated with advanced tumour features in non-metastatic ccRCC. Findings highlight the importance of evaluating the full range of body composition features simultaneously in multivariable models. Interpreting pre-surgical CTs for body composition for patients may be a novel and non-invasive way to identify patients with aggressive renal tumours, which is clinically relevant as renal biopsies are not routinely performed., (© 2024 The Authors. Journal of Cachexia, Sarcopenia and Muscle published by Wiley Periodicals LLC.)
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- 2024
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43. EVALUATION OF OXIDATIVE STRESS MARKERS IN GIRLS WITH PREMATURE THELARCHE AND PRECOCIOUS PUBERTY.
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Odabasi Gunes S, Akin O, Durmaz N, Erel O, and Yavuz ST
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Context: Oxidative products take part in various physiological processes and overproduction of oxidative products is involved in the etiology of many diseases., Objectives: We aimed to evaluate thiol-disulfide homeostasis (TDH); one of the oxidative stress parameters, in girls with premature thelarche (PT) and precocious puberty (PP)., Design: This case-control study was conducted between January 2022 and July 2022., Subjects and Methods: TDH parameters, involving native thiol (NT), disulfide, and total thiol (TT), were evaluated in 39 girls with PT, 41 girls with PP and 46 healthy prepubertal girls. The correlations of luteinizing hormone (LH), follicle-stimulating hormone (FSH), estradiol (E2) levels with the TDH parameters were determined and ROC curve analysis was performed., Results: NT, TT and NT/TT ratio were higher in the PT and PP groups compared to the control group (p<0.01). Disulfide/NT ratio and disulfide/TT ratio were lower in the PT and PP groups compared to the control group (p<0.05). All the TDH values did not statistically differ between the PP and PT group (p>0.05). There was a positive correlation between LH level, FSH level, and NT level, TT level, NT/TT ratio. The best parameter to discriminate PT or PT and control groups were NT and TT (p<0.01)., Conclusion: TDH is altered in girls with PT and PP. NT and TT levels can be useful to discriminate prepubertal girls with lipomastia and girls with PP and PT in clinical practice. Further studies on larger cohorts of patients are required to clarify our results., Competing Interests: The authors declare that they have no conflict of interest., (©2024 Acta Endocrinologica (Buc).)
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- 2024
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44. Multiparametric MRI in Era of Artificial Intelligence for Bladder Cancer Therapies.
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Akin O, Lema-Dopico A, Paudyal R, Konar AS, Chenevert TL, Malyarenko D, Hadjiiski L, Al-Ahmadie H, Goh AC, Bochner B, Rosenberg J, Schwartz LH, and Shukla-Dave A
- Abstract
This review focuses on the principles, applications, and performance of mpMRI for bladder imaging. Quantitative imaging biomarkers (QIBs) derived from mpMRI are increasingly used in oncological applications, including tumor staging, prognosis, and assessment of treatment response. To standardize mpMRI acquisition and interpretation, an expert panel developed the Vesical Imaging-Reporting and Data System (VI-RADS). Many studies confirm the standardization and high degree of inter-reader agreement to discriminate muscle invasiveness in bladder cancer, supporting VI-RADS implementation in routine clinical practice. The standard MRI sequences for VI-RADS scoring are anatomical imaging, including T
2 w images, and physiological imaging with diffusion-weighted MRI (DW-MRI) and dynamic contrast-enhanced MRI (DCE-MRI). Physiological QIBs derived from analysis of DW- and DCE-MRI data and radiomic image features extracted from mpMRI images play an important role in bladder cancer. The current development of AI tools for analyzing mpMRI data and their potential impact on bladder imaging are surveyed. AI architectures are often implemented based on convolutional neural networks (CNNs), focusing on narrow/specific tasks. The application of AI can substantially impact bladder imaging clinical workflows; for example, manual tumor segmentation, which demands high time commitment and has inter-reader variability, can be replaced by an autosegmentation tool. The use of mpMRI and AI is projected to drive the field toward the personalized management of bladder cancer patients.- Published
- 2023
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45. A Quantitative Multiparametric MRI Analysis Platform for Estimation of Robust Imaging Biomarkers in Clinical Oncology.
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LoCastro E, Paudyal R, Konar AS, LaViolette PS, Akin O, Hatzoglou V, Goh AC, Bochner BH, Rosenberg J, Wong RJ, Lee NY, Schwartz LH, and Shukla-Dave A
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- Male, Humans, Contrast Media, Medical Oncology, Biomarkers, Multiparametric Magnetic Resonance Imaging, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms pathology
- Abstract
There is a need to develop user-friendly imaging tools estimating robust quantitative biomarkers (QIBs) from multiparametric (mp)MRI for clinical applications in oncology. Quantitative metrics derived from (mp)MRI can monitor and predict early responses to treatment, often prior to anatomical changes. We have developed a vendor-agnostic, flexible, and user-friendly MATLAB-based toolkit, MRI-Quantitative Analysis and Multiparametric Evaluation Routines ("MRI-QAMPER", current release v3.0), for the estimation of quantitative metrics from dynamic contrast-enhanced (DCE) and multi-b value diffusion-weighted (DW) MR and MR relaxometry. MRI-QAMPER's functionality includes generating numerical parametric maps from these methods reflecting tumor permeability, cellularity, and tissue morphology. MRI-QAMPER routines were validated using digital reference objects (DROs) for DCE and DW MRI, serving as initial approval stages in the National Cancer Institute Quantitative Imaging Network (NCI/QIN) software benchmark. MRI-QAMPER has participated in DCE and DW MRI Collaborative Challenge Projects (CCPs), which are key technical stages in the NCI/QIN benchmark. In a DCE CCP, QAMPER presented the best repeatability coefficient (RC = 0.56) across test-retest brain metastasis data, out of ten participating DCE software packages. In a DW CCP, QAMPER ranked among the top five (out of fourteen) tools with the highest area under the curve (AUC) for prostate cancer detection. This platform can seamlessly process mpMRI data from brain, head and neck, thyroid, prostate, pancreas, and bladder cancer. MRI-QAMPER prospectively analyzes dose de-escalation trial data for oropharyngeal cancer, which has earned it advanced NCI/QIN approval for expanded usage and applications in wider clinical trials.
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- 2023
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46. Artificial Intelligence in CT and MR Imaging for Oncological Applications.
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Paudyal R, Shah AD, Akin O, Do RKG, Konar AS, Hatzoglou V, Mahmood U, Lee N, Wong RJ, Banerjee S, Shin J, Veeraraghavan H, and Shukla-Dave A
- Abstract
Cancer care increasingly relies on imaging for patient management. The two most common cross-sectional imaging modalities in oncology are computed tomography (CT) and magnetic resonance imaging (MRI), which provide high-resolution anatomic and physiological imaging. Herewith is a summary of recent applications of rapidly advancing artificial intelligence (AI) in CT and MRI oncological imaging that addresses the benefits and challenges of the resultant opportunities with examples. Major challenges remain, such as how best to integrate AI developments into clinical radiology practice, the vigorous assessment of quantitative CT and MR imaging data accuracy, and reliability for clinical utility and research integrity in oncology. Such challenges necessitate an evaluation of the robustness of imaging biomarkers to be included in AI developments, a culture of data sharing, and the cooperation of knowledgeable academics with vendor scientists and companies operating in radiology and oncology fields. Herein, we will illustrate a few challenges and solutions of these efforts using novel methods for synthesizing different contrast modality images, auto-segmentation, and image reconstruction with examples from lung CT as well as abdome, pelvis, and head and neck MRI. The imaging community must embrace the need for quantitative CT and MRI metrics beyond lesion size measurement. AI methods for the extraction and longitudinal tracking of imaging metrics from registered lesions and understanding the tumor environment will be invaluable for interpreting disease status and treatment efficacy. This is an exciting time to work together to move the imaging field forward with narrow AI-specific tasks. New AI developments using CT and MRI datasets will be used to improve the personalized management of cancer patients.
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- 2023
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47. AI-Driven Robust Kidney and Renal Mass Segmentation and Classification on 3D CT Images.
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Liu J, Yildirim O, Akin O, and Tian Y
- Abstract
Early intervention in kidney cancer helps to improve survival rates. Abdominal computed tomography (CT) is often used to diagnose renal masses. In clinical practice, the manual segmentation and quantification of organs and tumors are expensive and time-consuming. Artificial intelligence (AI) has shown a significant advantage in assisting cancer diagnosis. To reduce the workload of manual segmentation and avoid unnecessary biopsies or surgeries, in this paper, we propose a novel end-to-end AI-driven automatic kidney and renal mass diagnosis framework to identify the abnormal areas of the kidney and diagnose the histological subtypes of renal cell carcinoma (RCC). The proposed framework first segments the kidney and renal mass regions by a 3D deep learning architecture (Res-UNet), followed by a dual-path classification network utilizing local and global features for the subtype prediction of the most common RCCs: clear cell, chromophobe, oncocytoma, papillary, and other RCC subtypes. To improve the robustness of the proposed framework on the dataset collected from various institutions, a weakly supervised learning schema is proposed to leverage the domain gap between various vendors via very few CT slice annotations. Our proposed diagnosis system can accurately segment the kidney and renal mass regions and predict tumor subtypes, outperforming existing methods on the KiTs19 dataset. Furthermore, cross-dataset validation results demonstrate the robustness of datasets collected from different institutions trained via the weakly supervised learning schema.
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- 2023
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48. Evaluation of the nutritional status of children with type 1 diabetes and their healthy siblings.
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Arslan M, Ünsal EN, Durmaz N, Akin O, Güneş SO, and Balamtekin N
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- Child, Humans, Male, Female, Adolescent, Child, Preschool, Overweight, Siblings, Obesity, Body Mass Index, Nutritional Status, Diabetes Mellitus, Type 1 epidemiology
- Abstract
Background: Although there are studies evaluating the psychological adjustment of healthy children when their siblings have type 1 diabetes mellitus (T1DM), no study evaluating their nutritional status exists. Thus, this study aimed to determine the nutritional status of children with T1DM and their healthy siblings., Material and Methods: Data from a control group, healthy siblings, and patients who were followed and treated for T1D in the Paediatric Gastroenterology and Paediatric Endocrinology outpatient clinics of the Health Sciences University Gülhane Medical Faculty between November 2019 and November 2020 were analysed and compared. The groups were compared in terms of nutritional characteristics, daily macro and micronutrient intakes and classified according to their body mass index (BMI) Z-scores., Results: The study population consisted of 29 children with T1DM (51.7% female, 48.3% male; age: 11.00 ±3.66 years), 36 healthy siblings of children with T1D (50% female, 50% male; age: 9.61 ±4.84 years), and a control group of 58 healthy children (51.7% female, 48.3% male; age: 10.68 ±3.01years).The BMI Z-score of 28.6%of healthy siblings and 25% of children with T1D was > 1 SD or overweight. All of the control group children were of normal weight. None of the children were obese; however, the overweight rate was significantly higher in the healthy siblings and diabetes groups compared to the control group (p = 0.012). Daily energy intake (%) was significantly higher in the control group than in the healthy siblings (p < 0.001)., Conclusions: A quarter of the children with T1D over five years of age were overweight. In addition, healthy siblings were found to have higher BMI Z-scores than controls. This is the first study to evaluate the nutritional status of siblings of patients with T1D and will hopefully lead to more comprehensive studies that will also assess their daily exercise and physical activity.
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- 2023
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49. Robust and accurate pulmonary nodule detection with self-supervised feature learning on domain adaptation.
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Liu J, Cao L, Akin O, and Tian Y
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Medical imaging data annotation is expensive and time-consuming. Supervised deep learning approaches may encounter overfitting if trained with limited medical data, and further affect the robustness of computer-aided diagnosis (CAD) on CT scans collected by various scanner vendors. Additionally, the high false-positive rate in automatic lung nodule detection methods prevents their applications in daily clinical routine diagnosis. To tackle these issues, we first introduce a novel self-learning schema to train a pre-trained model by learning rich feature representatives from large-scale unlabeled data without extra annotation, which guarantees a consistent detection performance over novel datasets. Then, a 3D feature pyramid network ( 3DFPN ) is proposed for high-sensitivity nodule detection by extracting multi-scale features, where the weights of the backbone network are initialized by the pre-trained model and then fine-tuned in a supervised manner. Further, a High Sensitivity and Specificity ( HS 2 ) network is proposed to reduce false positives by tracking the appearance changes among continuous CT slices on Location History Images (LHI) for the detected nodule candidates. The proposed method's performance and robustness are evaluated on several publicly available datasets, including LUNA16, SPIE-AAPM, LungTIME, and HMS. Our proposed detector achieves the state-of-the-art result of 90.6 % sensitivity at 1 / 8 false positive per scan on the LUNA16 dataset. The proposed framework's generalizability has been evaluated on three additional datasets (i.e., SPIE-AAPM, LungTIME, and HMS) captured by different types of CT scanners., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (© 2022 Liu, Cao, Akin and Tian.)
- Published
- 2022
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50. Associations between Pretreatment Body Composition Features and Clinical Outcomes among Patients with Metastatic Clear Cell Renal Cell Carcinoma Treated with Immune Checkpoint Blockade.
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Ged Y, Sanchez A, Patil S, Knezevic A, Stein E, Petruzella S, Weiss K, Duzgol C, Chaim J, Akin O, Mourtzakis M, Paris MT, Scott J, Kuo F, Kotecha R, Hakimi AA, Lee CH, Motzer RJ, Voss MH, and Furberg H
- Subjects
- Humans, Male, Female, Immune Checkpoint Inhibitors therapeutic use, Retrospective Studies, Obesity complications, Obesity drug therapy, Body Composition, Carcinoma, Renal Cell pathology, Kidney Neoplasms pathology
- Abstract
Purpose: High body mass index (BMI) may lead to improved immune-checkpoint blockade (ICB) outcomes in metastatic clear cell renal cell carcinoma (mccRCC). However, BMI is a crude body size measure. We investigated BMI and radiographically assessed body composition (BC) parameters association with mccRCC ICB outcomes., Experimental Design: Retrospective study of ICB-treated patients with mccRCC. BMI and BC variables [skeletal muscle index (SMI) and multiple adiposity indexes] were determined using pretreatment CT scans. We examined the associations between BMI and BC variables with ICB outcomes. Therapeutic responses per RECIST v1.1 were determined. We compared whole-transcriptomic patterns with BC variables in a separate cohort of 62 primary tumor samples., Results: 205 patients with mccRCC were included in the cohort (74% were male, 71% were overweight/obese, and 53% were classified as low SMI). High-BMI patients experienced longer overall survival (OS) than normal-weight patients [unadjusted HR, 0.66; 95% confidence interval (CI), 0.45-0.97; P = 0.035]. The only BC variable associated with OS was SMI [unadjusted HR comparing low vs. high SMI 1.65 (95% CI: 1.13-2.43); P = 0.009]. However, this OS association became nonsignificant after adjusting for International Metastatic Renal Cell Carcinoma Database Consortium score and line of therapy. No OS association was seen for adiposity and no BC variable was associated with progression-free survival or radiological responses. Tumors from patients with low SMI displayed increased angiogenic, inflammatory, and myeloid signals., Conclusions: Our findings highlight the relevance of skeletal muscle in the BMI paradox. Future studies should investigate if addressing low skeletal muscle in metastatic patients treated with ICB can improve survival., (©2022 American Association for Cancer Research.)
- Published
- 2022
- Full Text
- View/download PDF
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