A large language model improves clinicians’ diagnostic performance in complex critical illness cases

For diagnostically difficult critical illness cases, DeepSeek-R1 generates high-quality information, achieves reasonable diagnostic accuracy, and significantly improves residents' diagnostic accuracy and efficiency. Reasoning models are suggested to be promising diagnostic adjuncts in intensive care units.

Authors

Institutions

Publication Details

Journal
Critical Care
Published
2025-06-06
DOI
https://doi.org/10.1186/s13054-025-05468-7
Citations
17
Primary Topic
Clinical Reasoning and Diagnostic Skills
Type
article
Field-Weighted Citation Impact
25.77
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A large language model improves clinicians’ diagnostic performance in complex critical illness cases

Xing Wu, Qing He, Yü Huang
17 citations
Critical Care
Clinical Reasoning and Diagnostic Skills
25.77
article

A large language model improves clinicians’ diagnostic performance in complex critical illness cases

Xing Wu, Qing He, Yü Huang
article en
17 citations

Abstract

For diagnostically difficult critical illness cases, DeepSeek-R1 generates high-quality information, achieves reasonable diagnostic accuracy, and significantly improves residents' diagnostic accuracy and efficiency. Reasoning models are suggested to be promising diagnostic adjuncts in intensive care units.

Critical CareVol. 29(1)
Third People's Hospital of Chengdu (CN)
Quality Education
Openalex Percentile: Top 0%
Clinical Reasoning and Diagnostic Skills
25.77
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.