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ORCIDKenneth C. Bilchick
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2020 – today
- 2024
[j2]Derek J. Bivona, Sona Ghadimi, Yu Wang
, 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:
Machine learning of ECG waveforms and cardiac magnetic resonance for response and survival after cardiac resynchronization therapy. Comput. Biol. Medicine 178: 108627 (2024)- [j1]Nazanin Moradinasab, Suchetha Sharma, Ronen Bar-Yoseph, Shlomit Radom-Aizik, Kenneth C. Bilchick, Dan M. Cooper, Arthur Weltman, Donald E. Brown:
Universal representation learning for multivariate time series using the instance-level and cluster-level supervised contrastive learning. Data Min. Knowl. Discov. 38(3): 1493-1519 (2024) - [c5]Jiarui Xing, Nian Wu, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang:
Multimodal Learning to Improve Cardiac Late Mechanical Activation Detection from Cine MR Images. ISBI 2024: 1-4 - [i4]Jiarui Xing, Nian Wu, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang:
Multimodal Learning To Improve Cardiac Late Mechanical Activation Detection From Cine MR Images. CoRR abs/2402.18507 (2024) - 2023
- [c4]Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Frederick H. Epstein, Amit R. Patel, Miaomiao Zhang:
Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine Dense MRI. ISBI 2023: 1-5 - [c3]Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Amit R. Patel, Miaomiao Zhang:
Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI. ISBI 2023: 1-5 - [c2]Nivetha Jayakumar, Jiarui Xing, Tonmoy Hossain, Frederick H. Epstein, Kenneth C. Bilchick, Miaomiao Zhang:
Activation From Sparse 2D Cardiac MRIs. ML4H@NeurIPS 2023: 190-200 - [i3]Josephine Lamp, Yuxin Wu, Steven Lamp, Prince Afriyie, Kenneth C. Bilchick, Lu Feng, Sula Mazimba:
CARNA: Characterizing Advanced heart failure Risk and hemodyNAmic phenotypes using learned multi-valued decision diagrams. CoRR abs/2306.06801 (2023) - 2022
- [i2]Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Frederick H. Epstein, Amit R. Patel, Miaomiao Zhang:
Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine DENSE MRI. CoRR abs/2211.06238 (2022) - [i1]Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Amit R. Patel, Miaomiao Zhang:
Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI. CoRR abs/2211.06247 (2022) - 2021
- [c1]Jiarui Xing, Sona Ghadimi, Mohamad Abdi, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang:
Deep Networks To Automatically Detect Late-Activating Regions Of The Heart. ISBI 2021: 1902-1906
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