| Vision–language foundation model for echocardiogram interpretation M Christensen, M Vukadinovic, N Yuan, D Ouyang Nature Medicine, 1-8, 2024 | 60* | 2024 |
| Deep learning-enabled analysis of medical images identifies cardiac sphericity as an early marker of cardiomyopathy and related outcomes M Vukadinovic, AC Kwan, V Yuan, M Salerno, DC Lee, CM Albert, ... Med 4 (4), 252-262. e3, 2023 | 9 | 2023 |
| High-throughput deep learning detection of mitral regurgitation A Vrudhula, G Duffy, M Vukadinovic, D Liang, S Cheng, D Ouyang Circulation 150 (12), 923-933, 2024 | 8 | 2024 |
| EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation M Vukadinovic, X Tang, N Yuan, P Cheng, D Li, S Cheng, B He, ... arXiv preprint arXiv:2410.09704, 2024 | 6 | 2024 |
| Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium H Jeong, S Jabbour, Y Yang, R Thapta, H Mozannar, WJ Han, ... arXiv preprint arXiv:2403.01628, 2024 | 4 | 2024 |
| Impact of Measurement Noise on Genetic Association Studies of Cardiac Function M Vukadinovic, G Renjith, V Yuan, A Kwan, SC Cheng, D Li, SL Clarke, ... PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024, 134-147, 2023 | 2* | 2023 |
| Deep Learning Phenotyping of Tricuspid Regurgitation for Automated High Throughput Assessment of Transthoracic Echocardiography A Vrudhula, M Vukadinovic, C Haeffle, AC Kwan, D Berman, D Liang, ... medRxiv, 2024.06. 22.24309332, 2024 | 1 | 2024 |
| Artificial intelligence to measure left atrial ejection fraction in transthoracic echocardiography videos and its usefulness to assess thromboembolic risk K Pieszko, B Makowski, B Uzieblo-Zyczkowska, J Bembenek, I Kolasa, ... European Heart Journal-Cardiovascular Imaging 26 (Supplement_1), jeae333. 049, 2025 | | 2025 |
| Deep Learning Quantification of Aortic Compliance from Parasternal Long-Axis Echocardiograms J Rhee, E Lu, S Nammalwar, G Duffy, M Vukadinovic, E Chou, D Ouyang Circulation 150 (Suppl_1), A4142099-A4142099, 2024 | | 2024 |
| Clinical and genetic associations of asymmetric apical and septal left ventricular hypertrophy V Yuan, M Vukadinovic, AC Kwan, F Rader, D Li, D Ouyang European Heart Journal-Digital Health 5 (5), 591-600, 2024 | | 2024 |
| Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography Y Sahashi, M Vukadinovic, F Amrollahi, H Trivedi, J Rhee, J Chen, ... medRxiv, 2024 | | 2024 |
| Automated Evaluation for Pericardial Effusion and Cardiac Tamponade with Echocardiographic Artificial Intelligence IM Chiu, M Vukadinovic, Y Sahashi, P Cheng, CY Cheng, S Cheng, ... medRxiv, 2024.11. 27.24318110, 2024 | | 2024 |
| Using Deep learning to Predict Cardiovascular Magnetic Resonance Findings from Echocardiography Videos Y Sahashi, M Vukadinovic, G Duffy, D Li, S Cheng, DS Berman, D Ouyang, ... medRxiv, 2024.04. 16.24305936, 2024 | | 2024 |
| GANcMRI: Cardiac magnetic resonance video generation and physiologic guidance using latent space prompting M Vukadinovic, AC Kwan, D Li, D Ouyang Machine Learning for Health (ML4H), 594-606, 2023 | | 2023 |
| Optimization over Grassmann Manifolds M Vukadinovic | | 2022 |
David OuyangCardiology, Cedars Sinai Medical CenterPreverjeni e-poštni naslov na cshs.org