Patient-Generated Health Data

Implementation of an EHR-integrated web-based depression assessment in primary care: PORTAL-Depression.

Citation
Franco MI, Staab EM, Zhu M, Deehan W, Moses J, Gibbons R, Vinci L, Shah S, Yohanna D, Beckman N, Laiteerapong N. Implementation of an EHR-integrated web-based depression assessment in primary care: PORTAL-Depression. JAMIA Open. 2024 Sep 24;7(3):ooae094. doi: 10.1093/jamiaopen/ooae094. PMID: 39473829; PMCID: PMC11519040.
Principal Investigator
Laiteerapong, Neda
Project Name
Patient Outcomes Reporting for Timely Assessments of Life with Depression: PORTAL-Depression

Patient perceptions of an electronic-health-record-based rheumatoid arthritis outcomes dashboard: A mixed-methods study.

Citation
Nasrallah C, Wilson C, Hamblin A, Hariz C, Young C, Li J, Yazdany J, Schmajuk G. Patient perceptions of an electronic-health-record-based rheumatoid arthritis outcomes dashboard: A mixed-methods study. BMC Med Inform Decis Mak. 2024 Oct 12;24(1):302. doi: 10.1186/s12911-024-02696-9. PMID: 39395970; PMCID: PMC11470722.
Principal Investigator
Schmajuk, Gabriela
Project Name
Incorporating PRO Data Into RA Clinical Encounters Using Health-IT (PACT)

A step-by-step roadmap for the development and deployment of an electronic health record sidecar application that tracks patient outcomes: The RA PRO dashboard.

Citation
Schmajuk G, Nasrallah C, Berrean B, Prugh J, Wilson C, Hamblin A, Young C, Jacobsohn L, Kay J, Li J, Kersey E, Subash M, Murray S, Yazdany J. A step-by-step roadmap for the development and deployment of an electronic health record sidecar application that tracks patient outcomes: The RA PRO dashboard. Digit Health. 2024 Oct 10;10:20552076241288739. doi: 10.1177/20552076241288739. PMID: 39421306; PMCID: PMC11483702.
Principal Investigator
Schmajuk, Gabriela
Project Name
Incorporating PRO Data Into RA Clinical Encounters Using Health-IT (PACT)

Electronic health record-based screening for intimate partner violence: A cluster randomized clinical trial.

Citation
Lenert L, Rheingold AA, Simpson KN, Scherbakov D, Aiken M, Hahn C, McCauley JL, Ennis N, Diaz VA. Electronic health record-based screening for intimate partner violence: A cluster randomized clinical trial. JAMA Netw Open. 2024 Aug 1;7(8):e2425070. doi: 10.1001/jamanetworkopen.2024.25070. PMID: 39088215; PMCID: PMC11294960.
Principal Investigator
Lenert, Leslie A.
Rheingold, Alyssa Ann
Project Name
EHR-based Screening and Intervention for Intimate Partner Violence

Evaluation of a primary care-integrated mobile health intervention to monitor between-visit asthma symptoms.

Citation
Sulca Flores JA, Dalal AK, Sousa J, Foer D, Rodriguez JA, Plombon S, Bates DW, Arcia A, Rudin RS. Evaluation of a primary care-integrated mobile health intervention to monitor between-visit asthma symptoms. Appl Clin Inform. 2024 Aug;15(4):785-797. doi: 10.1055/s-0044-1788978. Epub 2024 Oct 2. PMID: 39357877; PMCID: PMC11446627.
Principal Investigator
Rudin, Robert Samuel
Project Name
Integrating Patient-Reported Outcomes Into Routine Primary Care: Monitoring Asthma Between Visits

Effectiveness of a digital health intervention leveraging reinforcement learning: Results from the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) randomized clinical trial.

Citation
Aguilera A, Arévalo Avalos M, Xu J, Chakraborty B, Figueroa C, Garcia F, Rosales K, Hernandez-Ramos R, Karr C, Williams J, Ochoa-Frongia L, Sarkar U, Yom-Tov E, Lyles C. Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial. J Med Internet Res. 2024 Oct 8;26:e60834. doi: 10.2196/60834. PMID: 39378080; PMCID: PMC11496924.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

Opening the black box of an mHealth patient-reported outcome tool for diabetes self-management: Interview study among patients with type 2 diabetes.

Citation
Marini C, Cruz J, Payano L, Flores RP, Arena GM, Mandal S, Leven E, Mann D, Schoenthaler A. Opening the Black Box of an mHealth Patient-Reported Outcome Tool for Diabetes Self-Management: Interview Study Among Patients With Type 2 Diabetes. JMIR Form Res. 2023 Sep 19;7:e47811. doi: 10.2196/47811. PMID: 37725427; PMCID: PMC10548328.
Principal Investigator
Schoenthaler, Antoinette
Mann, Devin M
Project Name
i-Matter: Investigating an mHealth Texting Tool for Embedding Patient-Reported Data into Diabetes Management

Clinical Decision Support Innovation Collaborative 2023-2024 (Year 3) Period of Performance Report

Citation
Dullabh PM, Shah AS, Dhopeshwarkar RV, Desai PJ, Peterson CE, Jiménez F, Gauthreaux N, Leaphart DM, Zott C, Byrne M, Adams L. Clinical Decision Support Innovation Collaborative 2023-2024 (Year 3) Period of Performance Report. Prepared under Contract No. 75Q80120D00018. AHRQ Publication No. 24-0069-6-EF. Agency for Healthcare Research and Quality; September 2024.
Principal Investigator
Dullabh, Prashila
Project Name
Clinical Decision Support Innovation Collaborative (CDSiC)

Using Large Language Models to Identify Social Determinants of Health to Enhance Healthcare Services and Equity

Description

This research explores using natural language processing and generative AI to capture and structure social determinants of health from patient narratives, aiming to improve data completeness and quality, enhance clinical decision support, and reduce the manual burden on clinical staff in routine care.

Grant Number
R21 HS029991
Principal Investigator(s)
Goss, Foster R.
Zhou, Li

Scaling and Spreading Electronic Capture of Patient-Reported Outcomes Using a National Surgical Quality Improvement Program - Final Report

Citation
Ko C. Scaling and Spreading Electronic Capture of Patient-Reported Outcomes Leveraging a National Surgical Quality Improvement Program – Final Report. (Prepared by American College of Surgeons under Grant No. R18 HS026189). Rockville, MD: Agency for Healthcare Research and Quality, 2023.
Principal Investigator
Ko, Clifford
Project Name
Scaling and Spreading Electronic Capture of Patient-Reported Outcomes Leveraging a National Surgical Quality Improvement Program