2 papers
cs.LG2025
Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages
Gabriel Bo, Justin Gu, Christopher Sun
We present a foundation modeling framework that leverages deep learning to uncover latent genetic signatures across the hematopoietic hierarchy. Our approach trains a fully connect…
cs.LG2024
Improving Machine Learning Based Sepsis Diagnosis Using Heart Rate Variability
Sai Balaji, Christopher Sun, Anaiy Somalwar
The early and accurate diagnosis of sepsis is critical for enhancing patient outcomes. This study aims to use heart rate variability (HRV) features to develop an effective predicti…