Spine Explorer: a deep learning based fully automated program for efficient and reliable quantifications of the vertebrae and discs on sagittal lumbar spine MR images.

Huang, Jiawei; Shen, Haotian; Wu, Jialong; Hu, Xiaojian; Zhu, Zhiwei; Lv, Xiaoqiang; Liu, Yong; Wang, Yue

Huang, Jiawei; Shen, Haotian; Wu, Jialong; Hu, Xiaojian; Zhu, Zhiwei; Lv, Xiaoqiang; Liu, Yong; Wang, Yue.

Afiliación

Huang J; Spine Lab, Department of Orthopedic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, The Second Floor of Building 3, 79# Qingchun Road, Hangzhou 310003, China.
Shen H; Spine Lab, Department of Orthopedic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, The Second Floor of Building 3, 79# Qingchun Road, Hangzhou 310003, China.
Wu J; Spine Lab, Department of Orthopedic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, The Second Floor of Building 3, 79# Qingchun Road, Hangzhou 310003, China.
Hu X; Spine Lab, Department of Orthopedic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, The Second Floor of Building 3, 79# Qingchun Road, Hangzhou 310003, China.
Zhu Z; Department of Radiology, Dongyang People's Hospital, Dongyang, China.
Lv X; Department of Orthopedic Surgery, Dongyang People's Hospital, Dongyang, China.
Liu Y; Department of Control Science, Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou 310027, China. Electronic address: yongliu@iipc.zju.edu.cn.
Wang Y; Spine Lab, Department of Orthopedic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, The Second Floor of Building 3, 79# Qingchun Road, Hangzhou 310003, China. Electronic address: wangyuespine@zju.edu.cn.

Spine J ; 20(4): 590-599, 2020 04.

Article en En | MEDLINE | ID: mdl-31759132

Asunto(s)

Aprendizaje Profundo; Degeneración del Disco Intervertebral; Disco Intervertebral; Estudios Transversales; Humanos; Degeneración del Disco Intervertebral/diagnóstico por imagen; Vértebras Lumbares/diagnóstico por imagen; Imagen por Resonancia Magnética

Palabras clave

Deep learning; Disc degeneration; II; Image processing; Level of Evidence; Lumbar spine; MRI

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Degeneración del Disco Intervertebral / Aprendizaje Profundo / Disco Intervertebral Tipo de estudio: Guideline / Observational_studies / Prevalence_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Spine J Asunto de la revista: ORTOPEDIA Año: 2020 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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