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Deep Learning Model for Automated Detection and Classification of Central Canal, Lateral Recess, and Neural Foraminal Stenosis at Lumbar Spine MRI.
Hallinan, James Thomas Patrick Decourcy; Zhu, Lei; Yang, Kaiyuan; Makmur, Andrew; Algazwi, Diyaa Abdul Rauf; Thian, Yee Liang; Lau, Samuel; Choo, Yun Song; Eide, Sterling Ellis; Yap, Qai Ven; Chan, Yiong Huak; Tan, Jiong Hao; Kumar, Naresh; Ooi, Beng Chin; Yoshioka, Hiroshi; Quek, Swee Tian.
Afiliação
  • Hallinan JTPD; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Zhu L; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Yang K; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Makmur A; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Algazwi DAR; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Thian YL; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Lau S; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Choo YS; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Eide SE; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Yap QV; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Chan YH; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Tan JH; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Kumar N; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Ooi BC; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Yoshioka H; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
  • Quek ST; From the Department of Diagnostic Imaging, National University Hospital, 5 Lower Kent Ridge Rd, Singapore 119074 (J.T.P.D.H., A.M., Y.L.T., S.L., Y.S.C., S.E.E., S.T.Q.); Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore (J.T.P.D.H., A.M
Radiology ; 300(1): 130-138, 2021 07.
Article em En | MEDLINE | ID: mdl-33973835
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Estenose Espinal / Imageamento por Ressonância Magnética / Interpretação de Imagem Assistida por Computador / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies Limite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Estenose Espinal / Imageamento por Ressonância Magnética / Interpretação de Imagem Assistida por Computador / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies Limite: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article