Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration

no code implementations • 1 Dec 2023 • Bum Chul Kwon, Samuel Friedman, Kai Xu, Steven A Lubitz, Anthony Philippakis, Puneet Batra, Patrick T Ellinor, Kenney Ng

Machine learning models built on training data with multiple modalities can reveal new insights that are not accessible through unimodal datasets.

Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling

1 code implementation • 9 Apr 2021 • Nathaniel Diamant, Erik Reinertsen, Steven Song, Aaron Aguirre, Collin Stultz, Puneet Batra

Supervised machine learning applications in health care are often limited due to a scarcity of labeled training data.

Contrastive Learning Electrocardiography (ECG) +1