Mehmet Eren Ahsen

University of Illinois Urbana-Champaign — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

22h-index3.0kcitations111works3.02yr avg
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Research Topics

Gene Regulatory Network Analysis(25), Bioinformatics and Genomic Networks(20), Computational Drug Discovery Methods(11), Sparse and Compressive Sensing Techniques(10), AI in cancer detection(9)

Publications110 total

Leveraging Generative AI for Interpretable Clinical Decision Making Through Causal Graphs
2025Open Access
Individual Versus Institutional Philanthropy: Crowdfunding During Crises
Production and Operations Management·2025
Expert Detection on Crowdsourcing Forums via Sheaf Laplacian
2025
Investigating the role of AI explanations in lay individuals’ comprehension of radiology reports: A metacognition lens
PLoS ONE·2025Open Access
Leveraging Social Media for COVID-19 Response: Insights from a Data Competition
Foundations and Trends® in Technology Information and Operations Management·2025Open Access
Investigating the Role of AI Explanations in Lay Individuals’ Comprehension of Radiology Reports: A Metacognition Lense
2025Open Access
Economics of AI and human task sharing for decision making in screening mammography
Nature Communications·2025· 8 citedOpen Access
Risk-Stratified Screening: A Simulation Study of Scheduling Templates on Daily Mammography Recalls
Journal of the American College of Radiology·2025· 6 citedOpen Access
Harnessing Unsupervised Ensemble Learning for Biomedical Applications: A Review of Methods and Advances
Mathematics·2025· 3 citedOpen Access
Will Machines Take Over? Algorithms for Human-Machine Collaborative Decision Making in Healthcare
SSRN Electronic Journal·2025Open Access
Modeling combination therapies in patient cohorts and cell cultures using correlated drug action
iScience·2024· 1 citedOpen Access
A primer on the use of machine learning to distil knowledge from data in biological psychiatry
Molecular Psychiatry·2024· 21 citedOpen Access
The Role of Technologies in Supply Chain Efficiency and Resiliency
Business Cases Review·2024· 5 cited
Integrating AI into Clinical Workflows: A Simulation Study on Implementing AI-aided Same-day Diagnostic Testing Following an Abnormal Screening Mammogram.
PubMed·2024Open Access
Optimal linear ensemble of binary classifiers
Bioinformatics Advances·2024· 1 citedOpen Access
COVID-19 test-to-stay program for K-12 schools: Opt-in versus opt-out consent model
iScience·2023· 1 citedOpen Access
Correlated Drug Action as a Baseline Model for Combination Therapy in Patient Cohorts and Cell Cultures
SSRN Electronic Journal·2023Open Access
COVID-19 Test-to-Stay Program for K-12 Schools: Opt-In Versus Opt-Out Policies
SSRN Electronic Journal·2023Open Access
External Validation of an Ensemble Model for Automated Mammography Interpretation by Artificial Intelligence
JAMA Network Open·2022· 44 citedOpen Access
Signal from Noise: Using Machine Learning to Distil Knowledge from Data in Biological Psychiatry
2022· 5 cited
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Frequent Co-authors

Gustavo Stolovitzky(20), Thomas Yu(7), Gaurav Pandey(7), Julio Sáez-Rodríguez(7), Justin Guinney(6), Mehmet Ayvaci(6), M. Vidyasagar(6), Thuc Duy Le(5), Robert Vogel(5), Thomas Schaffter(4), Yuanfang Guan(4), Thea Norman(4), Carlos Cordon‐Cardo(4), Navneet Dogra(4), Stacey M. Gifford(4), Joshua T. Smith(4), Benjamin H. Wunsch(4), Tin Nguyen(4), Nitin K. Singh(4), Hitay Özbay(4)