Convolutional neural network for detecting rib fractures on chest radiographs: a feasibility study

被引:0
|
作者
Jiangfen Wu
Nijun Liu
Xianjun Li
Qianrui Fan
Zhihao Li
Jin Shang
Fei Wang
Bowei Chen
Yuanwang Shen
Pan Cao
Zhe Liu
Miaoling Li
Jiayao Qian
Jian Yang
Qinli Sun
机构
[1] The First Affiliated Hospital of Xi’an Jiaotong University,Department of Radiology
[2] Xi’an Jiaotong University,The Key Laboratory of Biomedical Information Engineering, Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology
[3] InferVision Institute of Research,Academy for Advanced Interdisciplinary Studies
[4] Peking University,Department of Medical Imaging
[5] No. 215 Hospital of Shaanxi Nuclear Industry,School of Information Science and Technology
[6] GE Healthcare,Department of Radiology
[7] Northwest University,undefined
[8] Tuberculosis Hospital of Shannxi Province (The Fifth People’s Hospital of Shaanxi Province),undefined
来源
BMC Medical Imaging | / 23卷
关键词
Rib fracture; Convolutional neural network; YOLO; Detection model; Radiograph;
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] Convolutional neural network for detecting rib fractures on chest radiographs: a feasibility study
    Wu, Jiangfen
    Liu, Nijun
    Li, Xianjun
    Fan, Qianrui
    Li, Zhihao
    Shang, Jin
    Wang, Fei
    Chen, Bowei
    Shen, Yuanwang
    Cao, Pan
    Liu, Zhe
    Li, Miaoling
    Qian, Jiayao
    Yang, Jian
    Sun, Qinli
    BMC MEDICAL IMAGING, 2023, 23 (01)
  • [2] Deep convolutional neural network for rib fracture recognition on chest radiographs
    Huang, Shu-Tien
    Liu, Liong-Rung
    Chiu, Hung-Wen
    Huang, Ming-Yuan
    Tsai, Ming-Feng
    FRONTIERS IN MEDICINE, 2023, 10
  • [3] A classical–quantum convolutional neural network for detecting pneumonia from chest radiographs
    Viraj Kulkarni
    Sanjesh Pawale
    Amit Kharat
    Neural Computing and Applications, 2023, 35 : 15503 - 15510
  • [4] Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs
    Rajaraman, Sivaramakrishnan
    Candemir, Sema
    Kim, Incheol
    Thoma, George
    Antani, Sameer
    APPLIED SCIENCES-BASEL, 2018, 8 (10):
  • [5] A classical-quantum convolutional neural network for detecting pneumonia from chest radiographs
    Kulkarni, Viraj
    Pawale, Sanjesh
    Kharat, Amit
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (21): : 15503 - 15510
  • [6] Detecting Pneumonia in Chest Radiographs Using Convolutional Neural Networks
    Ureta, Jennifer
    Aran, Oya
    Rivera, Pauline
    TWELFTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2019), 2020, 11433
  • [7] Development and Validation of an Artificial Intelligence Model for Detecting Rib Fractures on Chest Radiographs
    Lee, Kaehong
    Lee, Sunhee
    Kwak, Ji Soo
    Park, Heechan
    Oh, Hoonji
    Koh, Jae Chul
    JOURNAL OF CLINICAL MEDICINE, 2024, 13 (13)
  • [8] Evaluation of a convolutional neural network to identify scaphoid fractures on radiographs
    Li, Tao
    Yin, Yaobin
    Yi, Zhe
    Guo, Zhe
    Guo, Zhenlin
    Chen, Shanlin
    JOURNAL OF HAND SURGERY-EUROPEAN VOLUME, 2023, 48 (05) : 445 - 450
  • [9] Automatic Detection and Classification of Rib Fractures on Thoracic CT Using Convolutional Neural Network: Accuracy and Feasibility
    Zhou, Qing-Qing
    Wang, Jiashuo
    Tang, Wen
    Hu, Zhang-Chun
    Xia, Zi-Yi
    Li, Xue-Song
    Zhang, Rongguo
    Yin, Xindao
    Zhang, Bing
    Zhang, Hong
    KOREAN JOURNAL OF RADIOLOGY, 2020, 21 (07) : 869 - 879
  • [10] Quantitative Measurement Method for Possible Rib Fractures in Chest Radiographs
    Kim, Jaeil
    Kim, Sungjun
    Kim, Young Jae
    Kim, Kwang Gi
    Park, Jinah
    HEALTHCARE INFORMATICS RESEARCH, 2013, 19 (03) : 196 - 204