A hierarchical opportunistic screening model for osteoporosis using machine learning applied to clinical data and CT images

被引:0
|
作者
Liyu Liu
Meng Si
Hecheng Ma
Menglin Cong
Quanzheng Xu
Qinghua Sun
Weiming Wu
Cong Wang
Michael J. Fagan
Luis A. J. Mur
Qing Yang
Bing Ji
机构
[1] Shandong University,School of Control Science and Engineering
[2] Qilu Hospital of Shandong University,Department of Orthopedics
[3] University of Hull,School of Engineering
[4] Aberystwyth University,Institute of Biological, Environmental and Rural Sciences (IBERS)
[5] Shandong Provincial Hospital Affiliated to Shandong First Medical University,Department of Breast and Thyroid
来源
关键词
Osteoporosis; Opportunistic screening; Machine learning; Clinical data; CT;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] 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
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [2] Machine Learning for Opportunistic Screening for Osteoporosis and Osteopenia Using Knee CT Scans
    Sebro, Ronnie
    Elmahdy, Mahmoud
    CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES, 2023, 74 (04): : 676 - 687
  • [3] Opportunistic screening for osteoporosis and osteopenia from CT scans of the abdomen and pelvis using machine learning
    Ronnie Sebro
    Cynthia De la Garza-Ramos
    European Radiology, 2023, 33 : 1812 - 1823
  • [4] Opportunistic screening for osteoporosis and osteopenia from CT scans of the abdomen and pelvis using machine learning
    Sebro, Ronnie
    De la Garza-Ramos, Cynthia
    EUROPEAN RADIOLOGY, 2023, 33 (03) : 1812 - 1823
  • [5] Machine Learning for Opportunistic Screening for Osteoporosis from CT Scans of the Wrist and Forearm
    Sebro, Ronnie
    De la Garza-Ramos, Cynthia
    DIAGNOSTICS, 2022, 12 (03)
  • [6] Effectiveness of opportunistic osteoporosis screening on chest CT using the DCNN model
    Pan, Jing
    Lin, Peng-cheng
    Gong, Shen-chu
    Wang, Ze
    Cao, Rui
    Lv, Yuan
    Zhang, Kun
    Wang, Lin
    BMC MUSCULOSKELETAL DISORDERS, 2024, 25 (01)
  • [7] Effectiveness of opportunistic osteoporosis screening on chest CT using the DCNN model
    Jing Pan
    Peng-cheng Lin
    Shen-chu Gong
    Ze Wang
    Rui Cao
    Yuan Lv
    Kun Zhang
    Lin Wang
    BMC Musculoskeletal Disorders, 25
  • [8] MSK - Osteoporosis screening with CT and machine learning
    Krome, Susanne
    ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2025, 197 (01): : 14 - 15
  • [9] Opportunistic Screening of Osteoporosis Using Abdominal Computed Tomography Images
    Uemura, Keisuke
    Fujimori, Takahito
    Otake, Yoshito
    Soufi, Mazen
    Mae, Hirokazu
    Takashima, Kazuma
    Hamada, Hidetoshi
    Sato, Yoshinobu
    Okada, Seiji
    JOURNAL OF BONE AND MINERAL RESEARCH, 2024, 39 : 46 - 46
  • [10] Opportunistic osteoporosis screening using chest CT with artificial intelligence
    Yang, Jinrong
    Liao, Man
    Wang, Yaoling
    Chen, Leqing
    He, Linfeng
    Ji, Yingying
    Xiao, Yao
    Lu, Yichen
    Fan, Wenliang
    Nie, Zhuang
    Wang, Ruiyun
    Qi, Benling
    Yang, Fan
    OSTEOPOROSIS INTERNATIONAL, 2022, 33 (12) : 2547 - 2561