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ZENODO
Preprint . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2024
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2024
License: CC BY
Data sources: Datacite
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A Scoping Review of Health Disparities in FDA-approved AI Medical Devices

Authors: Muralidharan, Vijaytha; Adewale, Boluwatife Adeleye; Huang, Caroline J; Nta, Mfon Thelma; Ademiju, Peter Oluwaduyilemi; Pathmarajah, Pirunthan; Hang, Man Kien; +8 Authors

A Scoping Review of Health Disparities in FDA-approved AI Medical Devices

Abstract

Machine learning and artificial intelligence (AI/ML) models in healthcare may exacerbate health biases. Regulatory oversight is critical in evaluating the safety and effectiveness of AI/ML devices in clinical settings. We conducted a scoping review on 692 FDA-approved AI/ML-enabled medical devices to examine transparency, safety reporting, and sociodemographic representation. This dataset contains extracted information from 692 Summary of Safety and Effectiveness Documents (SSEDs) of FDA-approved medical devices between 1995 and 2023.

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green