A Bilingual Arabic-English Ambient AI Scribe for Clinical Documentation: Prospective Evaluation Study

Sahl AI, a bilingual Arabic-English medical ambient AI scribe, generates accurate and high-quality notes, and in targeted postimplementation surveys, most physicians agreed that it produced comprehensive notes and perceived potential benefits for time savings and stress or burnout. This provides the first empirical basis for rigorous end-to-end ambient AI scribe evaluation in low-resource languages such as Arabic.

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Publication Details

Journal
JMIR Medical Informatics
Published
2026-02-24
DOI
https://doi.org/10.2196/83335
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

A Bilingual Arabic-English Ambient AI Scribe for Clinical Documentation: Prospective Evaluation Study

Tahir Naeem Khan, Zahran A. A. Baqashmer, Razan Alhadlaq, Muaddiyah Radif et al.
JMIR Medical Informatics
Artificial Intelligence in Healthcare and Education
article

A Bilingual Arabic-English Ambient AI Scribe for Clinical Documentation: Prospective Evaluation Study

Tahir Naeem Khan, Zahran A. A. Baqashmer, Razan Alhadlaq, Muaddiyah Radif, Yasin Alsafi, Saleh Abdullah Saleh Altamimi, Waleed Aljaadi, Umair Tahir Khan, Yousef Alomran, Ammar Tahir Khan, Maha Al Rusaiyes
article en

Abstract

Sahl AI, a bilingual Arabic-English medical ambient AI scribe, generates accurate and high-quality notes, and in targeted postimplementation surveys, most physicians agreed that it produced comprehensive notes and perceived potential benefits for time savings and stress or burnout. This provides the first empirical basis for rigorous end-to-end ambient AI scribe evaluation in low-resource languages such as Arabic.

JMIR Medical InformaticsVol. 14
King Saud Medical City (SA), IQVIA (United Kingdom) (GB), Saudi Arabia Basic Industries (Saudi Arabia) (SA)
Quality Education
Openalex Percentile: Top 46%
Artificial Intelligence in Healthcare and Education
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