Use First, Trust Later? Exploring How Health Care Providers View the Gaps Between AI’s Regulation and Its Implementation

Aviad Raz; Yael Inbar; Ziv Paz; Barkan Hofman; Zalman Itzhakov; Orly Weinstein

doi:10.2196/74038

Use First, Trust Later? Exploring How Health Care Providers View the Gaps Between AI’s Regulation and Its Implementation

Aviad Raz
, Yael Inbar
, Ziv Paz
, Barkan Hofman
, Zalman Itzhakov
, Orly Weinstein

Research output: Contribution to journal › Article › peer-review

Abstract

The regulatory focus on premarket approval, overlooking and limiting the life cycle, real-world adaptiveness potential of artificial intelligence in health care, requires ongoing oversight and quality assurance by health care providers–cum-deployers, especially during early adoption.

Original language	English
Article number	e74038
Journal	JMIR Formative Research
Volume	9
DOIs	https://doi.org/10.2196/74038
State	Published - 2025
Externally published	Yes

Keywords

artificial intelligence
content analysis
health care management
implementation
qualitative
radiology
regulation

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10.2196/74038

Cite this

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abstract = "The regulatory focus on premarket approval, overlooking and limiting the life cycle, real-world adaptiveness potential of artificial intelligence in health care, requires ongoing oversight and quality assurance by health care providers–cum-deployers, especially during early adoption.",

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KW - implementation

KW - qualitative

KW - radiology

KW - regulation

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Use First, Trust Later? Exploring How Health Care Providers View the Gaps Between AI’s Regulation and Its Implementation

Abstract

Keywords

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