My research interests include sociotechnical systems and implementation science of patient-centered care, geriatrics, clinical decision-making included Augmented Intelligence-enabled and Artificial Intelligence (AI) systems. I engage in foundational development, evaluation, and implementation of informatics solutions supporting medical decision-making across healthcare systems and decision contexts, e.g., chronic pain, antibiotic prescribing, sepsis, and cancer.
VA 'About Fresh' Produce Prescriptions [Rockefeller]
Evaluation of VA 'About Fresh' Produce Prescription for Veterans Experiencing or At Risk for Food Insecurity and With a Diet-Sensitive Condition: Implementation and Health Outcomes
Age Friendly Digital Tools [AHRQ]
An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics
Collaboration partner with UCSF for Age-Friendly Health Systems Research using the 4Ms Framework (What Matters, Medication, Mentation, and Mobility)
Our research group is currently conducting several studies around the use of patient generated data (PGD) to enhance delivery of Patient Centered Care (PCC) to improve management of chronic pain in older adults.
Timely Response to In-Hospital Deterioration Through Design of Actionable Augmented Intelligence