Deep learning-based landmark recognition and angle measurement of full-leg plain radiographs can be adopted to assess lower extremity alignment.

Jo, Changwung; Hwang, Doohyun; Ko, Sunho; Yang, Myung Ho; Lee, Myung Chul; Han, Hyuk-Soo; Ro, Du Hyun

Jo, Changwung; Hwang, Doohyun; Ko, Sunho; Yang, Myung Ho; Lee, Myung Chul; Han, Hyuk-Soo; Ro, Du Hyun.

Afiliação

Jo C; Department of Orthopedic Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 110-744, Republic of Korea.
Hwang D; Department of Orthopedic Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 110-744, Republic of Korea.
Ko S; Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, South Korea.
Yang MH; Department of Orthopedic Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 110-744, Republic of Korea.
Lee MC; Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, South Korea.
Han HS; Department of Orthopedic Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 110-744, Republic of Korea.
Ro DH; Department of Orthopedic Surgery, Seoul National University Hospital, Seoul, South Korea.

Knee Surg Sports Traumatol Arthrosc ; 31(4): 1388-1397, 2023 Apr.

Article em En | MEDLINE | ID: mdl-36006418

Assuntos

Aprendizado Profundo; Osteoartrite do Joelho; Humanos; Perna (Membro); Estudos Retrospectivos; Reprodutibilidade dos Testes; Extremidade Inferior; Tíbia/diagnóstico por imagem; Tíbia/cirurgia; Articulação do Joelho/diagnóstico por imagem; Articulação do Joelho/cirurgia; Osteoartrite do Joelho/cirurgia

Palavras-chave

Angle measurement; Deep learning; Hip knee ankle angle (HKAA); Joint line convergence angle (JLCA); Landmark recognition; Lower extremity; Mechanical lateral distal femoral angle (mLDFA); Medial proximal tibial angle (MPTA); Plain radiograph

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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Osteoartrite do Joelho / Aprendizado Profundo Tipo de estudo: Observational_studies Limite: Humans Idioma: En Revista: Knee Surg Sports Traumatol Arthrosc Assunto da revista: MEDICINA ESPORTIVA / TRAUMATOLOGIA Ano de publicação: 2023 Tipo de documento: Article

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