Showing cs.LGShow all
3 papers · 1 filter
cs.LG2026
LLM-Augmented Computational Phenotyping of Long Covid
Jing Wang, Jie Shen, Amar Sra +2
Phenotypic characterization is essential for understanding heterogeneity in chronic diseases and for guiding personalized interventions. Long COVID, a complex and persistent condit…
cs.LG2026
Predicting Trajectories of Long COVID in Adult Women: The Critical Role of Causal Disentanglement
Jing Wang, Jie Shen, Yiming Luo +3
Early prediction of Post-Acute Sequelae of SARS-CoV-2 severity is a critical challenge for women's health, particularly given the diagnostic overlap between PASC and common hormona…
cs.LG2026
C-kNN-LSH: A Nearest-Neighbor Algorithm for Sequential Counterfactual Inference
Jing Wang, Jie Shen, Qiaomin Xie +1
Estimating causal effects from longitudinal trajectories is central to understanding the progression of complex conditions and optimizing clinical decision-making, such as comorbid…