Yeşim Aydın Son

E-mail

yesim@metu.edu.tr

Department

Graduate School of Informatics

ORCID

0000-0002-8118-4272

Scopus Author ID

14040249400

Web of Science Researcher ID

F-5879-2011

Exploring the genetic landscape of COVID-19 susceptibility and severity among patients in Türkiye Er, Ahmet Gorkem; Çakır, Yavuzhan; Er, Berrin; Burduroğlu, Hüseyin Cahit; Çakmak, Mehmet; ÖZIŞIK, LALE; DURUSU TANRIÖVER, MİNE; Topeli, Arzu; Aydın Son, Yeşim; Ünal, Serhat (2026-12-01) Background: One of the most challenging factors for clinicians in managing COVID-19 has been differences in the clinical course. To investigate the parameters associated with severe disease in detail, along with examining ...
EnSCAN: ENsemble Scoring for prioritizing CAusative variaNts across multiplatform GWASs for late-onset alzheimer's disease. Erdogan, Onur; Iyigun, Cem; Aydın Son, Yeşim (2025-03-04) Late-onset Alzheimer’s disease (LOAD) is a progressive and complex neurodegenerative disorder of the aging population. LOAD is characterized by cognitive decline, such as deterioration of memory, loss of intellectual abili...
Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study Aydın Son, Yeşim (2024-12-01) Through technological innovations, patient cohorts can be examined from multiple views with high-dimensional, multiscale biomedical data to classify clinical phenotypes and predict outcomes. Here, we aim to present our app...
Revealing third-order interactions through the integration of machine learning and entropy methods in genomic studies İyigün, Cem; Aydın Son, Yeşim (2024-01-01) BackgroundNon-linear relationships at the genotype level are essential in understanding the genetic interactions of complex disease traits. Genome-wide association Studies (GWAS) have revealed statistical association of th...
Genetic and Genomic Testing and Reimbursement: Parameters, Current Practices and Policy Recommendations in Türkiye with Global Perspectives ŞIK, AYHAN SERKAN; Aydınoğlu, Arsev Umur; Aydın Son, Yeşim (Nova Science Publishers, 2024-01-01)
Health-Related Work Loss: Wellness Profiles of Information Technology Employees Kuru, Hakan; Sakmar, Elçin; Aydın Son, Yeşim; İnce, Mustafa Levent (2023-12-01) Understanding health-related work loss and creating a comprehensive approach requires the identification of lifestyle behavior patterns. An essential part of this process is the examination of different profiles within the...
An automated framework for evaluation of deep learning models for splice site predictions Zabardast, Amin; Tamer, Elif Güney; Aydın Son, Yeşim; Yılmaz, Arif (2023-12-01) A novel framework for the automated evaluation of various deep learning-based splice site detectors is presented. The framework eliminates time-consuming development and experimenting activities for different codebases, ar...
Reflections on Turkish Personal Data Protection Law and Genetic Data in Focus Group Discussions Özkan, Özlem; Şahinol, Melike; Aydınoğlu, Arsev Umur; Aydın Son, Yeşim (2022-12-01) Since the 1970s and more rigorously since the 1990s, many countries have regulated data protection and privacy laws in order to ensure the safety and privacy of personal data. First, a comparison is made of different acts ...
HIBIT Proceedings 2022 Aydın Son, Yeşim; Karahan, Arzu; Otlu Sarıtaş, Burçak (Orta Doğu Teknik Üniversitesi Enformatik Enstitüsü; 2022-10) ABOUT HIBIT The International Symposium on Health Informatics and Bioinformatics (HIBIT), first held in 2005, aims to bring together academics, researchers, and practitioners who work in these popular and fulfilling are...
Integrative Predictive Modeling of Metastasis in Melanoma Cancer Based on MicroRNA, mRNA, and DNA Methylation Data Kutlay, Aysegul; Aydın Son, Yeşim (2021-09-01) Introduction: Despite the significant progress in understanding cancer biology, the deduction of metastasis is still a challenge in the clinic. Transcriptional regulation is one of the critical mechanisms underlying cancer...

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