Published Work
Library
Publications
2025
Session Introduction: Precision Medicine: Integrating Large-Scale Data and Intermediate Phenotypes for Understanding Health and Treating Disease
DeepDiff-SHAP: Interpretable deep learning for subgroup-specific causal hypothesis generation using conditional SHAP
DeepDiff-SHAP: Interpretable deep learning for subgroup-specific causal inference using conditional SHAP
Epstein-Barr virus seropositivity, immune dysregulation, and mortality in pediatric sepsis
2024
DeepEXPOKE: A Deep Learning Framework with Polygenic Risk Scores as Knockoffs for Deconvoluting Genetic and Non-Genetic Exposure Risks in Sepsis and Coronary Heart Disease
Mild hypoxia accelerates cerebral cavernous malformation disease through cx3cr1-cx3cl1 signaling
Unveiling the Gut Microbiome Network Fingerprint: A Deep Learning Approach to Predict Immunotherapy Response in Melanoma Patients
2023
Deep neural networks with knockoff features identify nonlinear causal relations and estimate effect sizes in complex biological systems
Refining empiric subgroups of pediatric sepsis using machine-learning techniques on observational data
2022
Biological Pathways Enriched For Genes Associated With Lesion Burden In Cerebral Cavernous Malformation
Genetic risk factors associated with SARS-CoV-2 susceptibility in multiethnic populations
2020
Assessment of autism zebrafish mutant models using a high-throughput larval phenotyping platform
2014
Body Size Preference of Marine Animals in Relation to Extinction Selectivity
2013
Ostracod Body Size as a Variable of Biomass
Other
Body Size Preference of Animals in Relation to Extinction Selectivity