MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for
fine-grained estimation of lean muscle mass and muscle volume

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MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume

31 May 2023

Keisuke Uemura

Masaki Takao

Mazen Soufi

Nobuhiko Sugano

Yoshinobu Sato

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Papers citing "MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume"

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Title
BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning Yidong Gu Y. Otake Keisuke Uemura Mazen Soufi Masaki Takao Nobuhiko Sugano Yoshinobu Sato 46 5 0 07 Jul 2022
Lumbar Bone Mineral Density Estimation from Chest X-ray Images: Anatomy-aware Attentive Multi-ROI Modeling Fakai Wang K. Zheng Le Lu Jing Xiao Min Wu C. Kuo S. Miao 25 11 0 05 Jan 2022
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 399 3,636 0 20 Aug 2019
Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling Yuta Hiasa Y. Otake Masaki Takao Takeshi Ogawa Nobuhiko Sugano Yoshinobu Sato 71 113 0 21 Jul 2019
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size Yuta Hiasa Y. Otake Masaki Takao Takumi Matsuoka K. Takashima Jerry L. Prince Nobuhiko Sugano Yoshinobu Sato GAN MedIm 51 201 0 18 Mar 2018