Artificial intelligence-driven predictive analytics for postoperative management and recovery in trauma patients

Artificial intelligence is not merely a monitoring tool but a driver of precision medicine in trauma. By leveraging diverse modalities, from computer vision in radiology to natural language processing in electronic health records, clinicians can now anticipate adverse events. To bridge the gap between algorithm and bedside, future efforts must focus on overcoming significant implementation barriers, such as data interoperability, and ensuring model generalizability.

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Publication Details

Journal
Current Opinion in Anaesthesiology
Published
2026-02-09
DOI
https://doi.org/10.1097/aco.0000000000001618
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Artificial intelligence-driven predictive analytics for postoperative management and recovery in trauma patients

David P Leon, Olivier Duranteau
Current Opinion in Anaesthesiology
Artificial Intelligence in Healthcare and Education
article

Artificial intelligence-driven predictive analytics for postoperative management and recovery in trauma patients

David P Leon, Olivier Duranteau
article en

Abstract

Artificial intelligence is not merely a monitoring tool but a driver of precision medicine in trauma. By leveraging diverse modalities, from computer vision in radiology to natural language processing in electronic health records, clinicians can now anticipate adverse events. To bridge the gap between algorithm and bedside, future efforts must focus on overcoming significant implementation barriers, such as data interoperability, and ensuring model generalizability.

Current Opinion in AnaesthesiologyVol. 39(2)
Sunnybrook Health Science Centre (CA), Hôpital d'instruction des Armées Percy (FR), University of California, Davis (US)
Quality Education
Openalex Percentile: Top 64%
Artificial Intelligence in Healthcare and Education
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