Explainable machine learning model for predicting skeletal muscle loss during surgery and adjuvant chemotherapy in ovarian cancer

Explainable machine learning model for predicting skeletal muscle loss during surgery and adjuvant chemotherapy in ovarian cancer

Abstract Background Skeletal muscle loss during treatment is associated with poor survival outcomes in patients with ovarian cancer. Although changes in muscle mass can be assessed on computed tomography (CT) scans, this labour‐intensive process can impair its utility in clinical practice. This stud...

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Bibliographic Details
Main Authors: Wen‐Han Hsu, Ai‐Tung Ko, Chia‐Sui Weng, Chih‐Long Chang, Ya‐Ting Jan, Jhen‐Bin Lin, Hung‐Ju Chien, Wan‐Chun Lin, Fang‐Ju Sun, Kun‐Pin Wu, Jie Lee
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:Journal of Cachexia, Sarcopenia and Muscle
Subjects:
machine learning
muscle loss
ovarian cancer
SHapley Additive exPlanations
Online Access:https://doi.org/10.1002/jcsm.13282

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