CRO - Mass General Brigham Data Science Office

Large Scale Model Validation in Healthcare

Bridge CP, Fredriksson A, Guan J, Bryson S, Hillis JM, Mercaldo S, Morley RJ, Li MD, Li X, L’Italien E, Sack D, Zhong A, Dreyer KJ, Flores M, Kalpathy-Cramer J, Li Q, Lamb LR, Lehman CD, Schultz T, Andriole KP, Compas C, Bizzo BC, Haukioka R

Whitepaper

September 8, 2022

Validation pipeline for machine learning algorithm assessment for multiple vendors

Bizzo B, Ebrahimian S, Walters ME, Michalski MH, Andriole KP, Dreyer KJ, Kalra MK, Alkasab T, Digumarthy SR.

PLoS ONE 17(4): e0267213

May 12, 2022

Predictive values of AI-based triage model in suboptimal CT pulmonary angiography

Ebrahimian S, Digumarthy SR, Homayounieh F, Bizzo BC, Dreyer KJ, Kalra MK.

Clinical Imaging, Volume 86, 2022, Pages 25-30, ISSN 0899-7071.

April 7, 2022

FDA-Regulated AI Algorithms: Trends, Strengths, and Gaps of Validation Studies

Ebrahimian S, Kalra MK, Agarwal S, Bizzo BC, Elkholy M, Wald C, Allen B, Dreyer KJ.

Acad Radiol. 2021 Dec 27:S1076-6332(21)00415-3. doi: 10.1016/j.acra.2021.09.002. Epub ahead of print. PMID: 34969610

December 27, 2021

Artificial Intelligence Enabling Radiology Reporting

Bizzo BC, Almeida RR, Alkasab TK.

Radiol Clin North Am. 2021 Nov;59(6):1045-1052. doi: 10.1016/j.rcl.2021.07.004. PMID: 34689872

November 1, 2021

Lessons Learned From the Front Lines of Artificial Intelligence Implementation

Alkasab TK, Bizzo BC.

J Am Coll Radiol. 2021 Nov;18(11):1474-1475. doi: 10.1016/j.jacr.2021.09.019. Epub 2021 Oct 9. PMID: 34637776

October 9, 2021

Data Management in Artificial Intelligence-Assisted Radiology Reporting