Fully automated 3D body composition analysis and its association with overall survival in head and neck squamous cell carcinoma patients

Fully automated 3D body composition analysis and its association with overall survival in head and neck squamous cell carcinoma patients

ObjectivesWe developed a method for a fully automated deep-learning segmentation of tissues to investigate if 3D body composition measurements are significant for survival of Head and Neck Squamous Cell Carcinoma (HNSCC) patients.Methods3D segmentation of tissues including spine, spine muscles, abdo...

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Bibliographic Details
Main Authors: Miłosz Rozynek, Daniel Gut, Iwona Kucybała, Ewa Strzałkowska-Kominiak, Zbisław Tabor, Andrzej Urbanik, Stanisław Kłęk, Wadim Wojciechowski
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Oncology
Subjects:
body composition
artificial intelligence
head and neck cancer
overall survival
squamous cell carcinoma
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1176425/full

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https://www.frontiersin.org/articles/10.3389/fonc.2023.1176425/full

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