Artificial Intelligence

Integrating AI into clinical workflows: A simulation study on implementing AI-aided same-day diagnostic testing following an abnormal screening mammogram.

Citation
Lin Y, Hoyt AC, Manuel VG, Inkelas M, Maehara CK, Ayvaci MUS, Ahsen ME, Hsu W. Integrating AI into clinical workflows: A simulation study on implementing AI-aided same-day diagnostic testing following an abnormal screening mammogram. AMIA Annu Symp Proc. 2025 May 22;2024:713-722. PMID: 40417477; PMCID: PMC12099379.
Principal Investigator
Hsu, William
Hoyt, Anne C
Project Name
Using Artificial Intelligence to Support Efficient Same-Day Diagnostic Imaging in Breast Cancer Screening

Shared decision making using digital twins in knee osteoarthritis care: A randomized clinical trial of an AI-enabled decision aid versus education alone on decision quality, physical function, and user experience.

Citation
Jayakumar P, Rathouz PJ, Lin E, Trutner Z, Uhler LM, Andrawis J, Koenig KM, Tsevat J, Bozic KJ. Shared decision making using digital twins in knee osteoarthritis care: A randomized clinical trial of an AI-enabled decision aid versus education alone on decision quality, physical function, and user experience. EClinicalMedicine. 2025 Oct 4;89:103545. doi: 10.1016/j.eclinm.2025.103545. PMID: 41112505; PMCID: PMC12528923.
Principal Investigator
Bozic, Kevin John
Tsevat, Joel
Project Name
Incorporating Patient-Reported Outcomes into Shared Decision Making with Patients with Osteoarthritis of the Knee

Research on the clinical translation of health care machine learning: Ethicists experiences on lessons learned.

Citation
Blumenthal-Barby J, Lang B, Dorfman N, Kaplan H, Hooper WB, Kostick-Quenet K. Research on the clinical translation of health care machine learning: Ethicists experiences on lessons learned. Am J Bioeth. 2022 May;22(5):1-3. doi: 10.1080/15265161.2022.2059199. PMID: 35475968; PMCID: PMC10281027.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device

Mitigating racial bias in machine learning.

Citation
Kostick-Quenet KM, Cohen IG, Gerke S, Lo B, Antaki J, Movahedi F, Njah H, Schoen L, Estep JE, Blumenthal-Barby JS. Mitigating racial bias in machine learning. J Law Med Ethics. 2022;50(1):92-100. doi: 10.1017/jme.2022.13. PMID: 35243993; PMCID: PMC12140104.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device

Ethical concerns for remote computer perception in cardiology: New stages for digital health technologies, artificial intelligence, and machine learning.

Citation
Kostick-Quenet K, Estep J, Blumenthal-Barby JS. Ethical concerns for remote computer perception in cardiology: New stages for digital health technologies, artificial intelligence, and machine learning. Circ Cardiovasc Qual Outcomes. 2024 May;17(5):e010717. doi: 10.1161/CIRCOUTCOMES.123.010717. Epub 2024 May 21. PMID: 38771912; PMCID: PMC11115370.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device

Checklist approach to developing and implementing AI in clinical settings: Instrument development study.

Citation
Owoyemi A, Osuchukwu J, Salwei ME, Boyd A. Checklist approach to developing and implementing AI in clinical settings: Instrument development study. JMIRx Med. 2025 Feb 20;6:e65565. doi: 10.2196/65565. PMID: 39977249; PMCID: PMC11867147.
Principal Investigator
Salwei, Megan Elizabeth
Project Name
COMputerized PAtient-centered Collaborative Technology (COMPACT) to Support Personalized Decision Making in Breast Cancer

The impact of an adaptive mHealth intervention on improving patient-provider health care communication: Secondary analysis of the DIAMANTE trial.

Citation
Leng L, Arévalo Avalos MR, Aguilera A, Lyles CR. The impact of an adaptive mHealth intervention on improving patient-provider health care communication: Secondary analysis of the DIAMANTE trial. JMIR Mhealth Uhealth. 2025 Jul 17;13:e64296. doi: 10.2196/64296. PMID: 40674692; PMCID: PMC12289220.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

A multi-site study of clinician perspectives in the lifecycle of an algorithmic risk prediction tool.

Citation
Dexter R, Kostick-Quenet K, Blumenthal-Barby J. A multi-site study of clinician perspectives in the lifecycle of an algorithmic risk prediction tool. SSM Qual Res Health. 2025 Jun;7:100562. doi: 10.1016/j.ssmqr.2025.100562. Epub 2025 Apr 25. PMID: 40438351; PMCID: PMC12107689.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device