Women

An AI-Directed CDS Tool to Reduce Iron Deficiency Anemia in Pregnancy: A Randomized Controlled Trial (AID-IDA Trial)

Description

This study will develop and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk for postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk of hemorrhage-related morbidity and improve maternal health outcomes.

Grant Number
R21 HS030148
Principal Investigator(s)
Clapp, Mark A.

A randomized controlled trial of the implementation of BREASTChoice, a multilevel breast reconstruction decision support tool with personalized risk prediction.

Citation
Politi MC, Myckatyn TM, Cooksey K, Olsen MA, Smith RM, Foraker R, Parrish K, Phommasathit C, Brock G, Janse S, Guglielmino J, Peled A, Mills PB, Jackson S, Lee CN. A randomized controlled trial of the implementation of BREASTChoice, a multilevel breast reconstruction decision support tool with personalized risk prediction. Ann Surg. 2024 May 27. doi: 10.1097/SLA.0000000000006354. Epub ahead of print. PMID: 38801247.
Principal Investigator
Politi, Mary
Project Name
Implementing a Breast Reconstruction Decision Support Tool in Diverse Practice Settings

Using discrete event simulation to design and assess an AI-aided workflow for same-day diagnostic testing of women undergoing breast screening.

Citation
Lin Y, Hoyt AC, Manuel VG, Inkelas M, Hsu W. Using discrete event simulation to design and assess an AI-aided workflow for same-day diagnostic testing of women undergoing breast screening. AMIA Jt Summits Transl Sci Proc. 2024 May 31;2024:314-323. PMID: 38827101; PMCID: PMC11141813.
Principal Investigator
Hsu, William
Hoyt, Anne C
Project Name
Using Artificial Intelligence to Support Efficient Same-Day Diagnostic Imaging in Breast Cancer Screening

Confidential screening for and management of Intimate Partner Violence risk using a commercial electronic health records system.

Citation
Confidential screening for and management of Intimate Partner Violence risk using a commercial electronic health records system. Leslie Lenert, Vanessa Diaz, Kit Simpson, Christine Hahn, Michael Aiken, Elizabeth Swazt, Luke Sox, Ekaterina Pekar, Naomi Ennis, Alyssa Rheingold. medRxiv 2023.02.11.23284286; doi: https://doi.org/10.1101/2023.02.11.23284286
Principal Investigator
Lenert, Leslie A.
Rheingold, Alyssa Ann
Project Name
EHR-based Screening and Intervention for Intimate Partner Violence

An evidence-based framework for creating inclusive and personalized mHealth solutions-designing a solution for Medicaid-eligible pregnant individuals with uncontrolled type 2 diabetes.

Citation
Fareed N, Swoboda C, Wang Y, Strouse R, Hoseus J, Baker C, Joseph JJ, Venkatesh K. An evidence-based framework for creating inclusive and personalized mHealth solutions-designing a solution for Medicaid-eligible pregnant individuals with uncontrolled type 2 diabetes. JMIR Diabetes. 2023 Oct 12;8:e46654. doi: 10.2196/46654. PMID: 37824196; PMCID: PMC10603563.
Principal Investigator
Fareed, Naleef
Joseph, Joshua J
Venkatesh, Kartik Kailas
Project Name
ACHIEVE: Successfully Achieving and Maintaining Euglycemia During Pregnancy for Type 2 Diabetes Through Technology and Coaching

Implementation and evaluation of an electronic health record-integrated app for postpartum monitoring of hypertensive disorders of pregnancy using patient-contributed data collection.

Citation
Dullabh P, Heaney-Huls KK, Chiao AB, Callaham MG, Desai P, Gauthreaux NA, Kashyap N, Lobach DF, Boxwala A. Implementation and evaluation of an electronic health record-integrated app for postpartum monitoring of hypertensive disorders of pregnancy using patient-contributed data collection. JAMIA Open. 2023 Nov 14;6(4):ooad098. doi: 10.1093/jamiaopen/ooad098. PMID: 38028731; PMCID: PMC10646567.
Principal Investigator
Dullabh, Prashila
Project Name
Patient-Centered Outcomes Research Clinical Decision Support: Current State and Future Directions

Using the sociotechnical model to conduct a focused usability assessment of a breast reconstruction decision tool.

Citation
Foraker R, Phommasathit C, Clevenger K, et al. Using the sociotechnical model to conduct a focused usability assessment of a breast reconstruction decision tool. BMC Med Inform Decis Mak. 2023;23(1):140. Published 2023 Jul 28. doi:10.1186/s12911-023-02236-x
Principal Investigator
Politi, Mary
Project Name
Implementing a Breast Reconstruction Decision Support Tool in Diverse Practice Settings

Multicomponent provider-patient intervention to improve glycaemic control in Medicaid-insured pregnant individuals with type 2 diabetes: Clinical trial protocol for the ACHIEVE study.

Citation
Venkatesh KK, Joseph JJ, Swoboda C, Strouse R, Hoseus J, Baker C, Summerfield T, Bartholomew A, Buccilla L, Pan X, Sieck C, McAlearney AS, Huerta TR, Fareed N. Multicomponent provider-patient intervention to improve glycaemic control in Medicaid-insured pregnant individuals with type 2 diabetes: Clinical trial protocol for the ACHIEVE study. BMJ Open. 2023 May 10;13(5):e074657. doi: 10.1136/bmjopen-2023-074657. PMID: 37164461; PMCID: PMC10173964.
Principal Investigator
Fareed, Naleef
Joseph, Joshua J
Venkatesh, Kartik Kailas
Project Name
ACHIEVE: Successfully Achieving and Maintaining Euglycemia During Pregnancy for Type 2 Diabetes Through Technology and Coaching