Get started
Author

I. G. Domzhalov

Observed names: I.G. DOMZHALOV, I.G. Domzhalov, Igor G. Domzhalov, Igor Domzhalov, Igor G. Domzhalov, Igor Gennadievich Domzhalov, Домжалов И. Г., И. Г. Домжалов
ORCID: 0000-0002-6722-2535
Observed ORCID: 0000-0002-6722-2535
OpenAlex ID: A5091978217
Interpretable machine learning for in-hospital mortality risk prediction in patients with ST-elevation myocardial infarction after percutaneous coronary interventions
2024 · Karina Iosephovna Shakhgeldyan, Nikita Sergeevich Kuksin, et al. · Computers in Biology and Medicine · 33
Phenotyping of risk factors and prediction of inhospital mortality in patients with coronary artery disease after coronary artery bypass grafting based on explainable artificial intelligence methods
2023 · B. I. Geltser, K. I. Shakhgeldyan, et al. · Russian Journal of Cardiology · 10
PDF
Prediction of Hospital Mortality in Patients with ST Segment Elevation Myocardial Infarction: Evolution of Risk Measurement Techniques and Assessment of Their Effectiveness (Review)
2024 · B.I. Geltser, I.G. Domzhalov, et al. · Современные технологии в медицине · 7
Performance of the Models Predicting In-Hospital Mortality in Patients with ST-Segment Elevation Myocardial Infarction with Predictors in Categorical and Continuous Forms
2024 · K.I. Shakhgeldyan, N.S. Kuksin, et al. · Современные технологии в медицине · 6
PDF
Methods of Prognostic Analysis for the Prediction of In-Hospital Mortality in Patients with Acute ST-Elevation Myocardial Infarction after Percutaneous Coronary Interventions
2024 · K. J. Shakhgeldyan, N. S. Kuksin, et al. · Pattern Recognition and Image Analysis · 4
Prediction of in-hospital mortality in patients with ST-segment elevation acute myocardial infarction after percutaneous coronary intervention
2023 · B. I. Geltser, K. I. Shahgeldyan, et al. · Russian Journal of Cardiology · 4
Complete blood count parameters as prognostic factor of new-onset atrial fibrillation in patients with ST-segment elevation myocardial infarction after percutaneous coronary intervention
2025 · Regina L. Pak, Boris I. Geltser, et al. · The Bulletin of Contemporary Clinical Medicine · 2
PDF
Comparative Analysis of the Effectiveness of Riskometer Scales in Predicting the Risk of in-Hospital Mortality in Patients With ST-Segment Elevation Myocardial Infarction After Percutaneous Coronary Intervention
2024 · B. I. Geltser, K. I. Shahgeldyan, et al. · Kardiologiia · 2
PDF
Decision Tree Modification Based on Multi-level Data Categorization
2024 · Karina I. Shakhgeldyan, Nikita S. Kuksin, et al. · Lecture notes in networks and systems · 2
Parameters of complete blood count and coronary lesions in predicting inhospital mortality in patients with acute ST-segment elevation myocardial infarction after percutaneous coronary intervention
2023 · B. I. Geltser, K. I. Shahgeldyan, et al. · Russian Journal of Cardiology · 2
PDF
Predictive value of electrocardiographic, echocardiographic and hematological parameters for predicting new‑onset atrial fibrillation in patients with ST‑segment elevation myocardial infarction after percutaneous coronary intervention
2025 · B. I. Geltser, K. I. Shahgeldyan, et al. · Russian Journal of Cardiology · 1
Random forest of risk factors as a predictive tool for adverse events in clinical medicine
2025 · Karina I. Shakhgeldyan, Nikita S. Kuksin, et al. · Computer Research and Modeling · 1
PDF
Multilevel Categorization of Continuous Variables in the Tasks of Explaining Predictive Estimates of Machine Learning Models in Clinical Medicine
2023 · K.I. SHAKHGELDYAN, B.I. GELTSER, et al. · Vrach i informacionnye tehnologii · 1
Accuracy of prognostic scores for mortality in cardiogenic shock: a systematic review
2026 · Evgenii A. Kokarev, B. I. Geltser, et al. · Annals of critical care
PDF
Intelligent Service for Predicting Adverse Events in Cardiology Based on an Ensemble of Risk Factors
2025 · Karina Shakhgeldyan, Nikita Kuksin, et al. · Lecture notes in networks and systems
Анализ предиктивной ценности электрокардиографических, эхокардиографических и гематологических показателей для прогнозирования "новой" фибрилляции предсердий у больных инфарктом миокарда с подъемом сегмента ST после чрескожного коронарного вмешательства
2025 · Гельцер Б. И., Шахгельдян К. И., et al. · Russian Journal of Cardiology
К вопросу об иммунных механизмах патогенеза атеросклероза
2012 · Е. П. Турмова, А. А. Силаев, et al. · Фундаментальные исследования (Fundamental Research)
Индикаторы системного воспалительного ответа и их взаимосвязь с фибрилляцией предсердий у больных инфарктом миокарда с подъемом сегмента ST после чрескожного коронарного вмешательства
· Гельцер Б. И., Шахгельдян К. И., et al. · CyberLeninK (CyberLeninka)
Works count: 24
Citation count: 79
H-index: 4
I10-index: 2
Year
Topic
Type