Current Appointments & Affiliations
Eugene Anson Stead, Jr. M.D. Associate Professor
·
2021 - Present
Biostatistics & Bioinformatics, Division of Translational Biomedical,
Biostatistics & Bioinformatics
Associate Professor of Biostatistics & Bioinformatics
·
2022 - Present
Biostatistics & Bioinformatics, Division of Translational Biomedical,
Biostatistics & Bioinformatics
Associate Professor of Computer Science
·
2022 - Present
Computer Science,
Trinity College of Arts & Sciences
Associate Professor of Statistical Science
·
2022 - Present
Statistical Science,
Trinity College of Arts & Sciences
Associate Professor in the Department of Electrical and Computer Engineering
·
2022 - Present
Electrical and Computer Engineering,
Pratt School of Engineering
Recent Publications
Integrated analysis for electronic health records with structured and sporadic missingness.
Journal Article J Biomed Inform · November 2025 OBJECTIVES: We propose a novel imputation method tailored for Electronic Health Records (EHRs) with structured and sporadic missingness. Such missingness frequently arises in the integration of heterogeneous EHR datasets for downstream clinical application ... Full text Open Access Link to item CiteTEMPTED: time-informed dimensionality reduction for longitudinal microbiome studies.
Journal Article Genome Biol · December 19, 2024 Longitudinal studies are crucial for understanding complex microbiome dynamics and their link to health. We introduce TEMPoral TEnsor Decomposition (TEMPTED), a time-informed dimensionality reduction method for high-dimensional longitudinal data that treat ... Full text Link to item CiteSoft phenotyping for sepsis via EHR time-aware soft clustering.
Journal Article J Biomed Inform · April 2024 OBJECTIVE: Sepsis is one of the most serious hospital conditions associated with high mortality. Sepsis is the result of a dysregulated immune response to infection that can lead to multiple organ dysfunction and death. Due to the wide variability in the c ... Full text Link to item CiteRecent Grants
Integrated Detection and Classification of Sepsis via Tensor Methods Using EHR
ResearchPrincipal Investigator · Awarded by National Heart, Lung, and Blood Institute · 2024 - 2029Duke University Psychiatry Physician-Scientist Residency Training Program
Inst. Training Prgm or CMEMentor · Awarded by National Institute of Mental Health · 2024 - 2029Machine Learning Guided Precision Genetic Testing for Identification of Monogenic Cardiovascular Disorders
ResearchCo-Principal Investigator · Awarded by National Heart, Lung, and Blood Institute · 2024 - 2028View All Grants
Education, Training & Certifications
University of Pennsylvania ·
2015
Ph.D.