Deep learning-based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer.

Julius Keyl,René Hosch, Aaron Berger,Oliver Ester, Tobias Greiner,Simon Bogner,Jürgen Treckmann,Saskia Ting,Brigitte Schumacher,David Albers,Peter Markus,Marcel Wiesweg,Michael Forsting,Felix Nensa,Martin Schuler,Stefan Kasper,Jens Kleesiek

Journal of cachexia, sarcopenia and muscle（2023）

引用 2|浏览15

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摘要

Automated segmentation enables to extract prognostic parameters from routine imaging data for personalized survival modelling in advanced colorectal cancer patients.

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关键词

Body composition,Colorectal cancer,Computed tomography,Machine learning,Prognosis

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