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author:

Zhang, J.-Y. (Zhang, J.-Y..) [1] | Yang, J.-M. (Yang, J.-M..) [2] | Wang, X.-M. (Wang, X.-M..) [3] | Wang, H.-L. (Wang, H.-L..) [4] | Zhou, H. (Zhou, H..) [5] | Yan, Z.-N. (Yan, Z.-N..) [6] | Xie, Y. (Xie, Y..) [7] | Liu, P.-R. (Liu, P.-R..) [8] | Hao, Z.-W. (Hao, Z.-W..) [9] | Ye, Z.-W. (Ye, Z.-W..) [10]

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Scopus

Abstract:

Artificial intelligence (AI) is an interdisciplinary field that combines computer technology, mathematics, and several other fields. Recently, with the rapid development of machine learning (ML) and deep learning (DL), significant progress has been made in the field of AI. As one of the fastest-growing branches, DL can effectively extract features from big data and optimize the performance of various tasks. Moreover, with advancements in digital imaging technology, DL has become a key tool for processing high-dimensional medical image data and conducting medical image analysis in clinical applications. With the development of this technology, the diagnosis of orthopedic diseases has undergone significant changes. In this review, we describe recent research progress on DL in fracture diagnosis and discuss the value of DL in this field, providing a reference for better integration and development of DL technology in orthopedics. © Huazhong University of Science and Technology 2024.

Keyword:

artificial intelligence deep learning diagnosis fracture medical image analysis orthopedics

Community:

  • [ 1 ] [Zhang J.-Y.]Department of Orthopedics, Fuzhou University Affiliated Provincial Hospital, Fuzhou, 350013, China
  • [ 2 ] [Zhang J.-Y.]Department of Orthopedics, Fujian Provincial Hospital, Fuzhou, 350013, China
  • [ 3 ] [Zhang J.-Y.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 4 ] [Yang J.-M.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 5 ] [Yang J.-M.]Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 6 ] [Wang X.-M.]Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Dali University, Dali, 671000, China
  • [ 7 ] [Wang H.-L.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 8 ] [Wang H.-L.]Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 9 ] [Zhou H.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 10 ] [Zhou H.]Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 11 ] [Yan Z.-N.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 12 ] [Yan Z.-N.]Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 13 ] [Xie Y.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 14 ] [Xie Y.]Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 15 ] [Liu P.-R.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 16 ] [Liu P.-R.]Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 17 ] [Hao Z.-W.]School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China
  • [ 18 ] [Ye Z.-W.]Intelligent Medical Laboratory, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
  • [ 19 ] [Ye Z.-W.]Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China

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Source :

Current Medical Science

ISSN: 2096-5230

Year: 2024

2 . 0 0 0

JCR@2023

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ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 3

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