AUTOMATIC COMPUTATION OF KNEE OSTEOARTHRITIS SEVERITY USING KNEE X-RAYS AND CONVOLUTIONAL NEURAL NETWORKS

被引:0
|
作者
Selmi, T. Ait Si [1 ]
Muller-Fouarge, F. [2 ]
Estienne, T. [2 ]
Bekadar, S. [2 ]
Carrillon, Y. [3 ]
Pouchy, C. [2 ]
Bonnin, M. [1 ]
机构
[1] Santy Orthoped Ctr, Lower Limb Surg Orthopaed, Lyon, France
[2] Deemea, Res & Dev, Paris, France
[3] Santy Orthoped Ctr, Radiol Dept, Lyon, France
关键词
Imaging; Artificial intelligence; Osteoarthritis;
D O I
10.1136/annrheumdis-2023-eular.2349
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
POS0891
引用
收藏
页码:753 / 753
页数:1
相关论文
共 50 条
  • [31] Automatic knee cartilage and bone segmentation using multi-stage convolutional neural networks: data from the osteoarthritis initiative
    Anthony A. Gatti
    Monica R. Maly
    Magnetic Resonance Materials in Physics, Biology and Medicine, 2021, 34 : 859 - 875
  • [32] Automatic knee cartilage and bone segmentation using multi-stage convolutional neural networks: data from the osteoarthritis initiative
    Gatti, Anthony A.
    Maly, Monica R.
    MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE, 2021, 34 (06) : 859 - 875
  • [33] Knee osteoarthritis severity prediction using an attentive multi-scale deep convolutional neural network
    Jain, Rohit Kumar
    Sharma, Prasen Kumar
    Gaj, Sibaji
    Sur, Arijit
    Ghosh, Palash
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (03) : 6925 - 6942
  • [34] Knee osteoarthritis severity prediction using an attentive multi-scale deep convolutional neural network
    Rohit Kumar Jain
    Prasen Kumar Sharma
    Sibaji Gaj
    Arijit Sur
    Palash Ghosh
    Multimedia Tools and Applications, 2024, 83 : 6925 - 6942
  • [35] Convolutional neural networks for the classification of chest X-rays in the IoT era
    Khaled Almezhghwi
    Sertan Serte
    Fadi Al-Turjman
    Multimedia Tools and Applications, 2021, 80 : 29051 - 29065
  • [36] X-rays quiz: a man with knee injury
    Man, K. H.
    Lo, C. M.
    HONG KONG JOURNAL OF EMERGENCY MEDICINE, 2010, 17 (03) : 307 - 308
  • [37] Convolutional neural networks for the classification of chest X-rays in the IoT era
    Almezhghwi, Khaled
    Serte, Sertan
    Al-Turjman, Fadi
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (19) : 29051 - 29065
  • [38] Non weight bearing X-rays of the knee for osteoarthritis. A waste of time and money
    Oburu, E. C. O.
    Oroko, P. K.
    SCOTTISH MEDICAL JOURNAL, 2008, 53 (02) : 60 - 60
  • [39] FULLY AUTOMATIC SEMANTIC SEGMENTATION OF KNEE PLAIN RADIOGRAPHS USING CONVOLUTIONAL DEEP NEURAL NETWORKS
    Tiulpin, A.
    Thevenot, J.
    Saarakkala, S.
    OSTEOARTHRITIS AND CARTILAGE, 2018, 26 : S446 - S446
  • [40] Detection of novel coronavirus from chest X-rays using deep convolutional neural networks
    Sanket, Shashwat
    Sarobin, M. Vergin Raja
    Anbarasi, L. Jani
    Thakor, Jayraj
    Singh, Urmila
    Narayanan, Sathiya
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (16) : 22263 - 22288