AI meets sleep surgery: assessing drug-induced sleep endoscopy interpretation with a large language model

In this single-center study of 16 patients, a large language model accurately interpreted DISE videos and generated safe recommendations consistent with accepted clinical practice, approximating expert performance in most domains. Larger multicenter cohorts are needed to validate these findings and confirm generalizability.

Authors

Institutions

Publication Details

Journal
SLEEP
Published
2025-10-24
DOI
https://doi.org/10.1093/sleep/zsaf338
Citations
6
Primary Topic
Obstructive Sleep Apnea Research
Type
article
Field-Weighted Citation Impact
6.99
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

AI meets sleep surgery: assessing drug-induced sleep endoscopy interpretation with a large language model

Shai Shemesh, Gabriel Nakache, Shibli Alsleibi, Sholem Hack
6 citations
SLEEP
Obstructive Sleep Apnea Research
6.99
article

AI meets sleep surgery: assessing drug-induced sleep endoscopy interpretation with a large language model

Shai Shemesh, Gabriel Nakache, Shibli Alsleibi, Sholem Hack
article en
6 citations

Abstract

In this single-center study of 16 patients, a large language model accurately interpreted DISE videos and generated safe recommendations consistent with accepted clinical practice, approximating expert performance in most domains. Larger multicenter cohorts are needed to validate these findings and confirm generalizability.

SLEEP
Tel Aviv University (IL), University of Nicosia (CY), Sheba Medical Center (IL), Wolfson Medical Center (IL)
Openalex Percentile: Top 3%
Obstructive Sleep Apnea Research
6.99
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.