Deep Networks To Automatically Detect Late-Activating Regions Of The Heart. - Jiarui Xing; Sona Ghadimi; Mohamad Abdi; Kenneth C. Bilchick; Frederick H. Epstein; Miaomiao Zhang 002 (ISBI, 2021)

Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine Dense MRI. - Jiarui Xing; Shuo Wang; Kenneth C. Bilchick; Frederick H. Epstein; Amit R. Patel; Miaomiao Zhang 002 (ISBI, 2023)

Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI. - Jiarui Xing; Shuo Wang; Kenneth C. Bilchick; Amit R. Patel; Miaomiao Zhang 002 (ISBI, 2023)

Activation From Sparse 2D Cardiac MRIs. - Nivetha Jayakumar; Jiarui Xing; Tonmoy Hossain; Frederick H. Epstein; Kenneth C. Bilchick; Miaomiao Zhang 002 (ML4H@NeurIPS, 2023)

CARNA: Characterizing Advanced heart failure Risk and hemodyNAmic phenotypes using learned multi-valued decision diagrams. - Josephine Lamp; Yuxin Wu; Steven Lamp; Prince Afriyie; Kenneth C. Bilchick; Lu Feng 001; Sula Mazimba (CoRR, 2023)

Multimodal Learning to Improve Cardiac Late Mechanical Activation Detection from Cine MR Images. - Jiarui Xing; Nian Wu; Kenneth C. Bilchick; Frederick H. Epstein; Miaomiao Zhang 002 (ISBI, 2024)

Machine learning of ECG waveforms and cardiac magnetic resonance for response and survival after cardiac resynchronization therapy. - Derek J. Bivona; Sona Ghadimi; Yu Wang 205; Pim J. A. Oomen; Rohit Malhotra; Andrew Darby; J. Michael Mangrum; Pamela K. Mason; Sula Mazimba; Amit R. Patel; Frederick H. Epstein; Kenneth C. Bilchick (Comput. Biol. Medicine, 2024)

Universal representation learning for multivariate time series using the instance-level and cluster-level supervised contrastive learning. - Nazanin Moradinasab; Suchetha Sharma; Ronen Bar-Yoseph; Shlomit Radom-Aizik; Kenneth C. Bilchick; Dan M. Cooper; Arthur Weltman; Donald E. Brown (Data Min. Knowl. Discov., 2024)

Scar-Aware Late Mechanical Activation Detection Network for Optimal Cardiac Resynchronization Therapy Planning. - Jiarui Xing; Shuo Wang; Amit R. Petal; Kenneth C. Bilchick; Frederick H. Epstein; Miaomiao Zhang 002 (ISBI, 2025)