Search Results for author: Kenneth Bilchick

Found 2 papers, 1 papers with code

Multimodal Learning To Improve Cardiac Late Mechanical Activation Detection From Cine MR Images

no code implementations28 Feb 2024 Jiarui Xing, Nian Wu, Kenneth Bilchick, Frederick Epstein, Miaomiao Zhang

This paper presents a multimodal deep learning framework that utilizes advanced image techniques to improve the performance of clinical analysis heavily dependent on routinely acquired standard images.

Image Registration Multimodal Deep Learning

CARNA: Characterizing Advanced heart failure Risk and hemodyNAmic phenotypes using learned multi-valued decision diagrams

1 code implementation11 Jun 2023 Josephine Lamp, Yuxin Wu, Steven Lamp, Prince Afriyie, Kenneth Bilchick, Lu Feng, Sula Mazimba

To address these limitations, this paper presents CARNA, a hemodynamic risk stratification and phenotyping framework for advanced HF that takes advantage of the explainability and expressivity of machine learned Multi-Valued Decision Diagrams (MVDDs).

Decision Making Descriptive

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