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

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.

Authors

Institutions

Publication Details

Journal
JMIR Formative Research
Published
2025-09-24
DOI
https://doi.org/10.2196/74038
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Aviad E. Raz, Orly Weinstein, Yael Inbar, Barkan Hofman et al.
JMIR Formative Research
Artificial Intelligence in Healthcare and Education
article

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

Aviad E. Raz, Orly Weinstein, Yael Inbar, Barkan Hofman, Ziv Paz, Zalman Itzhakov
article en

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.

JMIR Formative ResearchVol. 9
Ben-Gurion University of the Negev (IL), Tel Aviv University (IL), Clalit Health Services (IL)
Openalex Percentile: Top 81%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.