Automatic deep learning method for third lumbar selection and body composition evaluation on CT scans of cancer patients

Automatic deep learning method for third lumbar selection and body composition evaluation on CT scans of cancer patients

IntroductionThe importance of body composition and sarcopenia is well-recognized in cancer patient outcomes and treatment tolerance, yet routine evaluations are rare due to their time-intensive nature. While CT scans provide accurate measurements, they depend on manual processes. We developed and va...

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Bibliographic Details
Main Authors: Lidia Delrieu, Damien Blanc, Amine Bouhamama, Fabien Reyal, Frank Pilleul, Victor Racine, Anne Sophie Hamy, Hugo Crochet, Timothée Marchal, Pierre Etienne Heudel
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Nuclear Medicine
Subjects:
body composition
computed tomography
deep learning
sarcopenia
cancer
Online Access:https://www.frontiersin.org/articles/10.3389/fnume.2023.1292676/full

Internet

https://www.frontiersin.org/articles/10.3389/fnume.2023.1292676/full

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