Segmentation of muscle tissue in computed tomography images at the level of the L3 vertebra

Segmentation of muscle tissue in computed tomography images at the level of the L3 vertebra

With the increasing routine workload on radiologists associated with the need to analyze large numbers of images, there is a need to automate part of the analysis process. Sarcopenia is a condition in which there is a loss of muscle mass. To diagnose sarcopenia, computed tomography is most often u...

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Bibliographic Details
Main Authors: Anastasia R. Teplyakova, Roman V. Shershnev, Sergey O. Starkov, Tatev A. Agababian, Valeria A. Kukarskaya
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2024-02-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
computer vision
segmentation
computed tomography
muscle tissue
skeletal muscle index
sarcopenia
diagnostics
Online Access:https://ntv.ifmo.ru/file/article/22599.pdf

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