Machine learning for multidimensional response and survival after cardiac resynchronization therapy using features from cardiac magnetic resonance DJ Bivona, S Tallavajhala, M Abdi, PJA Oomen, X Gao, R Malhotra, ... Heart Rhythm O2 3 (5), 542-552, 2022 | 12 | 2022 |
Cardiac magnetic resonance defines mechanisms of sex-based differences in outcomes following cardiac resynchronization therapy DJ Bivona, S Tallavajhala, M Abdi, PJA Oomen, X Gao, R Malhotra, ... Frontiers in Cardiovascular Medicine 9, 1007806, 2022 | 7 | 2022 |
Noninvasive Electrical Mapping Compared with the Paced QRS Complex for Optimizing CRT Programmed Settings and Predicting Multidimensional Response FL Morales, DJ Bivona, M Abdi, R Malhotra, O Monfredi, A Darby, ... Journal of cardiovascular translational research 16 (6), 1448-1460, 2023 | 3 | 2023 |
Deep Learning-based Prognostic Model Using Cine DENSE MRI for Outcome Prediction After Cardiac Resynchronization Therapy S Ghadimi, D Bivona, K Bilchick, F Epstein Journal of Cardiovascular Magnetic Resonance 26, 2024 | 2 | 2024 |
Cardiac Magnetic Resonance, Electromechanical Activation, Kidney Function, and Natriuretic Peptides in Cardiac Resynchronization Therapy Upgrades DJ Bivona, PJA Oomen, Y Wang, FL Morales, M Abdi, X Gao, R Malhotra, ... Journal of Cardiovascular Development and Disease 10 (10), 409, 2023 | 1 | 2023 |
Predictors of response to left bundle branch area pacing from CMR with multiple imaging sets: A multicenter study KC Bilchick, A Pillai, D Bivona, K Ellenbogen, WG Hundley, F Epstein Journal of Cardiovascular Magnetic Resonance 27, 2025 | | 2025 |
Machine Learning of ECG Waveforms for Outcomes After Left Bundle Branch Area Pacing in Heart Failure K Bilchick, D Bivona, K Patlatzoglou, FS Ng, K Ellenbogen, A Pillai Circulation 150 (Suppl_1), A4140782-A4140782, 2024 | | 2024 |
B Cell CXC Chemokine Receptor Type 5 Expression Predicts Left Ventricular Functional Improvement and Neurohormonal Improvement After Cardiac Resynchronization Therapy K Bilchick, J Cochran, H Kothari, C McSkimming, D Bivona, E Zunder, ... Circulation 150 (Suppl_1), A4143173-A4143173, 2024 | | 2024 |
CXC-Chemokine-Receptor-Type-5 Expression on Circulating Naive B Cells Predicts Improvement After Cardiac Resynchronization Therapy KC Bilchick, JD Cochran, C McSkimming, H Kothari, Z Ma, DJ Bivona, ... JACC: Basic to Translational Science, 2024 | | 2024 |
Machine learning of ECG waveforms and cardiac magnetic resonance for response and survival after cardiac resynchronization therapy DJ Bivona, S Ghadimi, Y Wang, PJA Oomen, R Malhotra, A Darby, ... Computers in Biology and Medicine 178, 108627, 2024 | | 2024 |
PO-04-180 MACHINE LEARNING IDENTIFIES NOVEL ECG-BASED PREDICTORS OF OUTCOMES AFTER CARDIAC RESYNCHRONIZATION THERAPY D Bivona, S Ghadimi, Y Wang, P Mason, JM Mangrum, AE Darby, ... Heart Rhythm 21 (5), S460, 2024 | | 2024 |
Electrocardiographic Correlations With Cardiac Magnetic Resonance in Left Bundle Branch Area Pacing KC Bilchick, D Bivona, C Mareddy, Y Wang, S Dennis, R Malhotra, ... Circulation 148 (Suppl_1), A16153-A16153, 2023 | | 2023 |
Novel Cardiac Electrical Activation Parameter Associated With CRT Response KC Bilchick, D Bivona, F Morales, P Sharma, A Darby, R Malhotra, ... Circulation 146 (Suppl_1), A14398-A14398, 2022 | | 2022 |
Cmr Demonstrates Key Differences in Patients Undergoing De Novo CRT versus CRT Upgrades KC Bilchick, D Bivona, F Morales, M Abdi, Y Wang, P Oomen, X Gao, ... Circulation 146 (Suppl_1), A14042-A14042, 2022 | | 2022 |
PO-673-07 MACHINE LEARNING ANALYSIS OF CLINICAL AND MRI FEATURES PREDICTS LONG-TERM SURVIVAL AFTER CARDIAC RESYNCHRONIZATION THERAPY KC Bilchick, D Bivona, X Gao, S Tallavajhala, R Malhotra, M Mangrum, ... Heart Rhythm 19 (5), S334-S335, 2022 | | 2022 |
Randomized Trial of CMR Guidance for Cardiac Resynchronization Therapy: Findings in Nonischemic Cardiomyopathy From an Interim Analysis KC Bilchick, X Gao, M Abdi, P Oomen, D Bivona, S Tallavajhala, ... Circulation 144 (Suppl_1), A13731-A13731, 2021 | | 2021 |
Cluster Analysis of Cardiac Resynchronization Response Parameters Predicts Long-Term Survival With Heart Failure KC Bilchick, X Gao, D Bivona, R Malhotra, M Mangrum, A Darby, ... Circulation 142 (Suppl_3), A17335-A17335, 2020 | | 2020 |
AI-enhanced prognostication in cardiac resynchronization therapy using displacement encoding with stimulated echoes (DENSE) MRI S Ghadimi, DJ Bivona, KC Bilchick, FH Epstein | | |