Deep Learning-Based Fully Automated Segmentation of Regional Muscle Volume and Spatial Intermuscular Fat Using CT.

Rui Zhang, Aiting He,Wei Xia,Yongbin Su,Junming Jian,Yandong Liu,Zhe Guo,Wei Shi,Zhenguang Zhang,Bo He,Xiaoguang Cheng,Xin Gao,Yajun Liu,Ling Wang

Academic radiology（2023）

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摘要

The proposed DL system showed accurate, fully automated segmentation performance and good agreement with the radiologist at fat fraction evaluation, and can be further used for muscle evaluation.

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关键词

Deep learning, Segmentation, Sarcopenia, Gluteus maximus muscle, Fat fraction

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