Development of a fully automatic deep learning system for L3 selection and body composition assessment on computed tomography

Abstract As sarcopenia research has been gaining emphasis, the need for quantification of abdominal muscle on computed tomography (CT) is increasing. Thus, a fully automated system to select L3 slice and segment muscle in an end-to-end manner is demanded. We aimed to develop a deep learning model (D...

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Auteurs principaux: Jiyeon Ha, Taeyong Park, Hong-Kyu Kim, Youngbin Shin, Yousun Ko, Dong Wook Kim, Yu Sub Sung, Jiwoo Lee, Su Jung Ham, Seungwoo Khang, Heeryeol Jeong, Kyoyeong Koo, Jeongjin Lee, Kyung Won Kim
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/5ca3c1fc0916449b9470c19b4f93fb3e
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