Characterizing the Clinical Adoption of Medical AI Devices through U.S. Insurance Claims

Author:

Wu Kevin1ORCID,Wu Eric2ORCID,Theodorou Brandon3ORCID,Liang Weixin4ORCID,Mack Christina5ORCID,Glass Lucas5ORCID,Sun Jimeng36ORCID,Zou James124ORCID

Affiliation:

1. Department of Biomedical Data Science, Stanford University, Stanford, CA

2. Department of Electrical Engineering, Stanford University, Stanford, CA

3. Department of Computer Science, University of Illinois Urbana-Champaign, Urbana, IL

4. Department of Computer Science, Stanford University, Stanford, CA

5. IQVIA, Durham, NC

6. Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, IL

Publisher

Massachusetts Medical Society

Reference88 articles.

1. U.S. Food and Drug Administration. Artificial intelligence and machine learning (AI/ML)-enabled medical devices. October 5 2022 (https://www.fda.gov/medical-devices/software-medical-device-samd/artificial-intelligence-and-machine-learning-software-medical-device).

2. How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals

3. External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients

4. Wu E. Wu K. Zou J. Explaining medical AI performance disparities across sites with confounder Shapley value analysis. Cornell University. November 12 2021 (https://arxiv.org/abs/2111.08168).

5. Diagnostic Accuracy of Digital Screening Mammography With and Without Computer-Aided Detection

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