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A hierarchical opportunistic screening model for osteoporosis using machine learning applied to clinical data and CT images.
Liu, Liyu; Si, Meng; Ma, Hecheng; Cong, Menglin; Xu, Quanzheng; Sun, Qinghua; Wu, Weiming; Wang, Cong; Fagan, Michael J; Mur, Luis A J; Yang, Qing; Ji, Bing.
Afiliação
  • Liu L; School of Control Science and Engineering, Shandong University, 17923 Jingshi Road, Jinan, Shandong, People's Republic of China.
  • Si M; Department of Orthopedics, Qilu Hospital of Shandong University, Jinan, Shandong, People's Republic of China.
  • Ma H; Department of Orthopedics, Qilu Hospital of Shandong University, Jinan, Shandong, People's Republic of China.
  • Cong M; Department of Orthopedics, Qilu Hospital of Shandong University, Jinan, Shandong, People's Republic of China.
  • Xu Q; School of Control Science and Engineering, Shandong University, 17923 Jingshi Road, Jinan, Shandong, People's Republic of China.
  • Sun Q; School of Control Science and Engineering, Shandong University, 17923 Jingshi Road, Jinan, Shandong, People's Republic of China.
  • Wu W; School of Control Science and Engineering, Shandong University, 17923 Jingshi Road, Jinan, Shandong, People's Republic of China.
  • Wang C; School of Control Science and Engineering, Shandong University, 17923 Jingshi Road, Jinan, Shandong, People's Republic of China.
  • Fagan MJ; School of Engineering, University of Hull, Hull, HU6 7RX, UK.
  • Mur LAJ; Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, Aberystwyth, Wales, UK.
  • Yang Q; Department of Breast and Thyroid, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, People's Republic of China.
  • Ji B; School of Control Science and Engineering, Shandong University, 17923 Jingshi Road, Jinan, Shandong, People's Republic of China. b.ji@sdu.edu.cn.
BMC Bioinformatics ; 23(1): 63, 2022 Feb 10.
Article em En | MEDLINE | ID: mdl-35144529
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Osteoporose Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Screening_studies Limite: Adult / Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Osteoporose Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Screening_studies Limite: Adult / Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article