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Derek J Bivona
Derek J Bivona
Data Scientist/Biomedical Engineer
在 virginia.edu 的电子邮件经过验证 - 首页
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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
122022
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
72022
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
32023
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
22024
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
12023
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
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