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  1. Chapter and Conference Paper

    Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images

    Erector spinae muscle (ESM) is an important muscle in the torso region. Changes of sizes, shapes and densities in the cross section of the spinal column muscles have been found in chronic low back pain, degene...

    Naoki Kamiya, Masanori Kume, Guoyan Zheng… in Computational Methods and Clinical Applica… (2019)

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    Article

    Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications

    To develop and validate a fully automatic method for segmentation of paraspinal muscles from 3D torso CT images.

    Naoki Kamiya, **g Li, Masanori Kume… in International Journal of Computer Assisted… (2018)