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Clinical evaluation of AI-assisted muscle ultrasound for monitoring muscle wasting in ICU patients

Abstract:

Muscle ultrasound has been shown to be a valid and safe imaging modality to assess muscle wasting in critically ill patients in the intensive care unit (ICU). This typically involves manual delineation to measure the rectus femoris cross-sectional area (RFCSA), which is a subjective, time-consuming, and laborious task that requires significant expertise. We aimed to develop and evaluate an AI tool that performs automated recognition and measurement of RFCSA to support non-expert operators in ...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1038/s41598-024-64564-w

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Institution:
University of Oxford
Role:
Author
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Institution:
University of Oxford
Role:
Author
Publisher:
Nature Research
Journal:
Scientific Reports More from this journal
Volume:
14
Issue:
1
Article number:
14798
Publication date:
2024-06-26
Acceptance date:
2024-06-11
DOI:
EISSN:
2045-2322
Language:
English
Keywords:
Source identifiers:
2072682
Deposit date:
2024-06-27

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