2 papers
stat.ME2025
BLOG: Bayesian Longitudinal Omics with Group Constraints
Livia Popa, Sumanta Basu, Myung Hee Lee +1
Clinical investigators are increasingly interested in discovering computational biomarkers from short-term longitudinal omics data sets. This work focuses on Bayesian regression an…
stat.AP2025
A co-segmentation algorithm to predict emotional stress from passively sensed mHealth data
Younghoon Kim, Sumanta Basu, Samprit Banerjee
We develop a data-driven co-segmentation algorithm of passively sensed and self-reported active variables collected through smartphones to identify emotionally stressful states in…