Deep learning-based automatic pipeline for quantitative assessment of thigh muscle morphology and fatty infiltration.

Sibaji Gaj,Brendan L Eck,Dongxing Xie,Richard Lartey, Charlotte Lo, William Zaylor,Mingrui Yang,Kunio Nakamura,Carl S Winalski,Kurt P Spindler,Xiaojuan Li

Magnetic resonance in medicine（2023）

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摘要

The proposed method exhibits excellent accuracy and reproducibility in CSA and FF quantification compared with manual segmentation and can be used in large-scale patient studies.

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关键词

automated segmentation,deep learning,magnetic resonance imaging,thigh muscle

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