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The uncovered biases and errors in clinical determination of bone age by using deep learning models.
Bai, Mei; Gao, Liangxin; Ji, Min; Ge, Jianbang; Huang, Lingyun; Qiao, HaoChen; Xiao, Jing; Chen, Xiaotian; Yang, Bin; Sun, Yingqi; Zhang, Minjie; Zhang, Wenjie; Luo, Feihong; Yang, Haowei; Mei, Haibing; Qiao, Zhongwei.
Affiliation
  • Bai M; Department of Radiology, Children's Hospital of Fudan University, No 399, Wan Yuan Road, Minhang District, Shanghai, 201102, China.
  • Gao L; Ping An Technology, Shenzhen, China.
  • Ji M; Department of Radiology, Children's Hospital of Fudan University, No 399, Wan Yuan Road, Minhang District, Shanghai, 201102, China. ilovexray_349@163.com.
  • Ge J; Ping An Technology, Shenzhen, China.
  • Huang L; Ping An Technology, Shenzhen, China.
  • Qiao H; School of Public Health, Yale University, New Haven, USA.
  • Xiao J; Ping An Technology, Shenzhen, China.
  • Chen X; Department of Clinical epidemiology, Children's Hospital of Fudan University, Shanghai, China.
  • Yang B; Department of Radiology, Children's Hospital of Fudan University, No 399, Wan Yuan Road, Minhang District, Shanghai, 201102, China.
  • Sun Y; Department of Radiology, Children's Hospital of Fudan University, No 399, Wan Yuan Road, Minhang District, Shanghai, 201102, China.
  • Zhang M; Department of Radiology, Children's Hospital of Fudan University, No 399, Wan Yuan Road, Minhang District, Shanghai, 201102, China.
  • Zhang W; Information Technology Center, Children's Hospital of Fudan University, Shanghai, China.
  • Luo F; Department of Endocrinology, Children's Hospital of Fudan University, Shanghai, China.
  • Yang H; Department of Radiology, Children's Hospital of Fudan University, No 399, Wan Yuan Road, Minhang District, Shanghai, 201102, China.
  • Mei H; Department of Radiology, Ningbo Women and Children's Hospital, Ningbo, China.
  • Qiao Z; Department of Radiology, Children's Hospital of Fudan University, No 399, Wan Yuan Road, Minhang District, Shanghai, 201102, China. zqiao@fudan.edu.cn.
Eur Radiol ; 33(5): 3544-3556, 2023 May.
Article in En | MEDLINE | ID: mdl-36538072
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Computer Simulation / Age Determination by Skeleton / Deep Learning Type of study: Prognostic_studies Limits: Adolescent / Child / Child, preschool / Female / Humans / Male Country/Region as subject: America do norte Language: En Journal: Eur Radiol Journal subject: RADIOLOGIA Year: 2023 Type: Article Affiliation country: China
Fulltext
Print
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Computer Simulation / Age Determination by Skeleton / Deep Learning Type of study: Prognostic_studies Limits: Adolescent / Child / Child, preschool / Female / Humans / Male Country/Region as subject: America do norte Language: En Journal: Eur Radiol Journal subject: RADIOLOGIA Year: 2023 Type: Article Affiliation country: China