Prediction of Cobb Angle Using Deep Learning Algorithm with Three-Dimensional Depth Sensor Considering the Influence of Garment in Idiopathic Scoliosis

Prediction of Cobb Angle Using Deep Learning Algorithm with Three-Dimensional Depth Sensor Considering the Influence of Garment in Idiopathic Scoliosis

Adolescent idiopathic scoliosis (AIS) is the most common pediatric spinal deformity. Early detection of deformity and timely intervention, such as brace treatment, can help inhibit progressive changes. A three-dimensional (3D) depth-sensor imaging system with a convolutional neural network was previ...

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Bibliographic Details
Main Authors: Yoko Ishikawa, Terufumi Kokabu, Katsuhisa Yamada, Yuichiro Abe, Hiroyuki Tachi, Hisataka Suzuki, Takashi Ohnishi, Tsutomu Endo, Daisuke Ukeba, Katsuro Ura, Masahiko Takahata, Norimasa Iwasaki, Hideki Sudo
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Journal of Clinical Medicine
Subjects:
adolescent idiopathic scoliosis
deep learning algorithm
three-dimensional depth sensor
underwear
Online Access:https://www.mdpi.com/2077-0383/12/2/499

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https://www.mdpi.com/2077-0383/12/2/499

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