Formalization of Medical Records Using an Ontology: Patient Complaints. - Eduard Klyshinsky; Valeriya V. Gribova; Carina Shakhgeldyan; Elena A. Shalfeeva; Dmitry B. Okun; Boris I. Geltser; Tatiana A. Gorbach; Olesia D. Karpik (AIST (Supplement), 2019)

Feature Selection Strategy for Intrahospital Mortality Prediction after Coronary Artery Bypass Graft Surgery on an Unbalanced Sample. - Karina Shakhgeldyan; Boris I. Geltser; Vladislav Rublev; Basil Shirobokov; Dan Geltser; Alexandra Kriger (CSAE, 2020)

Machine Learning for Assessment of Cardiometabolic Risk Factors Predictive Potential and Prediction of Obstructive Coronary Arteries Lesions. - Karina Shakhgeldyan; Boris I. Geltser; Vladislav Rublev; Andrey Vishnevskiy; Elena Emtseva; Mikhail Tsivanyuk (RCAI, 2021)

Interpretable machine learning for in-hospital mortality risk prediction in patients with ST-elevation myocardial infarction after percutaneous coronary interventions. - Karina Iosephovna Shakhgeldyan; Nikita Sergeevich Kuksin; Igor Gennadievich Domzhalov; Vladislav Yurievich Rublev; Boris Izrajlevich Geltser (Comput. Biol. Medicine, 2024)