Overview
Former Chief Data Officer for Quality, Duke Health
Former Director of Duke Forge
Former Director of Duke Crucible
Former Assistant Dean for Biomedical Informatics
Dr. Huang is currently Chief Science & Innovation Officer for Onduo by Verily, and Head of Clinical Informatics at Verily (Google's life sciences subsidiary), and is now adjunct faculty at Duke. Dr. Huang’s research interests span applied machine learning, research provenance and data infrastructure. Projects include building data provenance tools funded by the NIH’s Big Data to Knowledge program, regulatory science funded by the Burroughs Wellcome Foundation. Applied machine learning applications include “Deep Care Management” a highly interdisciplinary project with Duke Connected Care, Duke’s Accountable Care Organization, that integrates claims and EHR data for predicting unplanned admissions and risk stratifying patients for case management; CALYPSO, a collaboration with the Department of Surgery for utilizing machine learning to predict surgical complications. My team is also building the data platform for the Department of Surgery's "1000 Patients Project" an intensive biospecimen and biomarker study based around patients undergoing the controlled injury of surgery.
As Director of Duke Forge, Dr. Huang is working to build a data science culture and infrastructure across Duke University that focuses on actionable health data science. The Forge emphasizes scientific rigor, awareness that technology does not supersede clinicians’ responsibilities and human relationship with their patients, and the role of data science in society.
Current Appointments & Affiliations
Recent Publications
New Approach to Equitable Intervention Planning to Improve Engagement and Outcomes in a Digital Health Program: Simulation Study.
Journal Article JMIR Diabetes · March 15, 2024 BACKGROUND: Digital health programs provide individualized support to patients with chronic diseases and their effectiveness is measured by the extent to which patients achieve target individual clinical outcomes and the program's ability to sustain patien ... Full text Link to item CiteIdentifying a stable and generalizable factor structure of major depressive disorder across three large longitudinal cohorts.
Journal Article Psychiatry Res · March 2024 The Patient Health Questionnaire 9 (PHQ-9) is the current standard outpatient screening tool for measuring and tracking the nine symptoms of major depressive disorder (MDD). While the PHQ-9 was originally conceptualized as a unidimensional measure, it has ... Full text Link to item CiteTelehealth Fatigue: Is It Real? What Should Be Done?
Journal Article Journal of diabetes science and technology · January 2024 This commentary article discusses the recent trends and changes in popularity of telehealth usage as well as the most recent efforts to redefine telehealth value and usability. Six strategies to improve the patient experience and increase telehealth accept ... Full text CiteRecent Grants
Medical Scientist Training Program
Inst. Training Prgm or CMEPreceptor · Awarded by National Institute of General Medical Sciences · 2022 - 2027Bridging the Gap to Enhance Clinical Research Program (BIGGER)
Inst. Training Prgm or CMEMentor · Awarded by National Institutes of Health · 2016 - 2023Postdoctoral Training in Genomic Medicine Research
Inst. Training Prgm or CMECo-Mentor · Awarded by National Institutes of Health · 2017 - 2023View All Grants