Projects
Grants/Projects
University of Pennsylvania, Philadelphia, PA
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A Randomized Trial of Behavioral Economic Approaches to Reduce Unnecessary Opioid Prescribing (REDUCE)
PIs: Amol S. Navathe, MD, PhD, Mitesh S. Patel, MD, MBA
Sponsor: The Donaghue Foundation ($593,108)
Role: Researcher, EHR Subject Matter Expert -
Smarter Big Data for a Healthy Pennsylvania: Changing the Paradigm of Healthcare
PIs: Kevin G. Volpp, MD, PhD, Daniel E. Polsky, PhD
Sponsor: Pennsylvania Department of Health – Nonformula CURE Grant ($4,772,786)
Role: AIM 1 Supervisor (Project and Stakeholder Management), Researcher -
Using Machine Learning To Advance Health Care By Improving Clinical Decision-Making And Reducing Low-Value Care And Disparities In Care
PIs: Amol S. Navathe, MD, PhD, Sendhil Mullainathan, PhD, Ziad Obermeyer, MD, MPhil
Sponsor: Robert Wood Johnson Foundation ($553,067)
Role: Supervisor (Project and Stakeholder Management), Researcher
Brigham and Women’s Hospital, Boston, MA
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Encoding and Processing Patient Allergy Information
PIs: Li Zhou, MD, PhD
Sponsor: AHRQ (R01HS022728) ($1,959,741)
Role: Researcher, Clinical Knowledge Development and Testing for NLP Software -
Epidemiology, Risk Factors and Consequences of Insulin Decline by Patients
PIs: Alexander Turchin, MD
Sponsor: Sanofi Aventis
Role: Researcher, Clinical Knowledge Development and Testing for NLP Software -
Extracting Information from Unstructured Clinical Data for Enhancing Risk-identification and Stratification
PIs: Li Zhou, MD
Sponsor: Partners Siemens Research Council
Role: Researcher, Project Management, Clinical Knowledge Development and Testing for NLP Software -
Opioid Overdose and Addiction Identification Through Machine Learning
PIs: Li Zhou, MD, Joji Suzuki, MD
Sponsor: Partners Siemens Research Council
Role: Project Manager, Technical Lead -
Natural Language Processing to Improve Accuracy and Quality of Dictated Medical Documents
PIs: Li Zhou, MD
Sponsor: AHRQ (R01HS024264)
Role: Developer