Frontiers in Computational Health Conference 2025 Posters
At Home Sleep Staging Using Wearable Data: A Preliminary Study
Authors: Jeshwanth Mohan, Belinda Chen, Sajiv Krishnan Kumar, Sandya Subramanian
Beyond Physiological Signals: Heart Rate Prediction from Consumer Wearable Motion Data
Authors: Ananya Dua, Hannah Aguilar, Sandya Subramanian, PhD
Unlocking the Mysteries of Dementia: How Generative AI Helps Decode Patient Symptoms
Authors: Alice Tang, Katherine P. Rankin, Marina Sirota, PhD, Pedro Pinheiro-Chagas
Defining Cancer Cohorts in the Information Commons: a Machine Learning Approach
Authors: Rebecca Sansale M.S., Gundolf Schenk PhD, Travis Zack M.D. PhD
Human-Level Information Extraction from Clinical Reports with Fine-Tuned Language Models
Authors: Longchao Liu, Long Lian, Yiyan Hao, Aidan Pace, Elaine Kim, Nour Homsi, Yash Pershad, Liheng Lai, Thomas Gracie, Ashwin Kishtagari, Peter R Carroll, Alexander G Bick, Anobel Y Odisho, Maggie Chung, Adam Yala
Mirai-1.5: Assessing Breast Cancer Risk from any Mammogram
Authors: Michael Nercessian, Maggie Chung, Adam Yala
Optical Flow-Based Blood Tracking and Annotation Propagation in Paediatric Abdominal Ultrasound Videos
Authors: Shreya Sreeram, MS Candidate, Christopher Seaman, PhD, Newton Addo, Aaron Kornblith, MD
Patience Pays Off: Improving Causal Neural Network Training For Infant Health Outcomes Under Finite Samples
Authors: Nolan Gunter, Yi Li, Oliver Hines, David McCoy
Revealing Treatment Non-Adherence Bias in Clinical Machine Learning Using Large Language Models
Authors: Zhongyuan Liang, Arvind Suresh, Irene Y. Chen
