3 papers
stat.ML2025
Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records
Yina Hou, Shourav B. Rabbani, Liang Hong +2
The importance of clinical variables in the prognosis of the disease is explained using statistical correlation or machine learning (ML). However, the predictive importance of thes…
q-bio.NC2024
Pilot Study to Discover Candidate Biomarkers for Autism based on Perception and Production of Facial Expressions
Megan A. Witherow, Norou Diawara, Janice Keener +2
Purpose: Facial expression production and perception in autism spectrum disorder (ASD) suggest potential presence of behavioral biomarkers that may stratify individuals on the spec…
cs.HC2024
Customizable Avatars with Dynamic Facial Action Coded Expressions (CADyFACE) for Improved User Engagement
Megan A. Witherow, Crystal Butler, Winston J. Shields +5
Customizable 3D avatar-based facial expression stimuli may improve user engagement in behavioral biomarker discovery and therapeutic intervention for autism, Alzheimer's disease, f…