Supervised Machine Learning Techniques for Hip Fracture Prediction from DXA-based 3D Patient-Specific Femur Model Fall Simulations.

被引:0
|
作者
Guardiola, Sara [1 ]
Ruiz, Carlos [2 ]
Noailly, Jerome [2 ]
Moreton, Jordi [1 ]
Di Gregorio, Silvana [3 ]
Humbert, Ludovic [4 ]
Del Rio, Luis [3 ]
机构
[1] CETIR Fundacio Privada, Barcelona, Spain
[2] Univ Pompeu Fabra, BCN MedTech, Barcelona, Spain
[3] CETIR Med Ctr, Barcelona, Spain
[4] Galgo Med, Barcelona, Spain
关键词
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
MON-0095
引用
收藏
页码:327 / 327
页数:1
相关论文
共 50 条
  • [41] 3D brain tumor segmentation in multimodal MR images based on learning population- and patient-specific feature sets
    Jiang, Jun
    Wu, Yao
    Huang, Meiyan
    Yang, Wei
    Chen, Wufan
    Feng, Qianjin
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2013, 37 (7-8) : 512 - 521
  • [42] Predicting robotic-assisted total knee arthroplasty operating time BENEFITS OF MACHINE-LEARNING AND 3D PATIENT-SPECIFIC DATA
    Motesharei, A.
    Batailler, C.
    De Massari, D.
    Vincent, G.
    Chen, A. F.
    Lustig, S.
    BONE & JOINT OPEN, 2022, 3 (05): : 383 - 389
  • [43] Reconstruction of patient-specific 3D bone surface from 2D calibrated fluoroscopic images and point distribution model
    Zheng, Guoyan
    Ballester, Miguel A. G.
    Styner, Martin
    Nolte, Lutz-Peter
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2006, PT 1, 2006, 4190 : 25 - 32
  • [44] Energy management system for biological 3D printing based on manifold model morphing and semi-supervised machine learning
    Wang, Kang
    Xu, Jinghua
    Zhang, Shuyou
    Tan, Jianrong
    JOURNAL OF CLEANER PRODUCTION, 2024, 448
  • [45] Rapid construction of a patient-specific torso model from 3D ultrasound for non-invasive imaging of cardiac electrophysiology
    Cheng, LK
    Sands, GB
    French, RL
    Withy, SJ
    Wong, SP
    Legget, ME
    Smith, WM
    Pullan, AJ
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2005, 43 (03) : 325 - 330
  • [46] Rapid construction of a patient-specific torso model from 3D ultrasound for non-invasive imaging of cardiac electrophysiology
    L. K. Cheng
    G. B. Sands
    R. L. French
    S. J. Withy
    S. P. Wong
    M. E. Legget
    W. M. Smith
    A. J. Pullan
    Medical and Biological Engineering and Computing, 2005, 43 : 325 - 330
  • [47] Reconstruction of patient-specific 3D bone model from biplanar X-ray images and point distribution models
    Zheng, Guoyan
    2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 1197 - 1200
  • [48] 3D Fluoroscopic Image Generation From Patient-Specific 4DCBCT-Based Motion Models Derived From Clinical Patient Images
    Dhou, S.
    Ionascu, D.
    Cai, W.
    Hurwitz, M.
    Williams, C.
    Lewis, J.
    MEDICAL PHYSICS, 2016, 43 (06) : 3328 - 3328
  • [49] Patient-specific medical compression stockings (MCSs) development based on mathematic model and non-contact 3D body scanning
    Wang, Yongrong
    Gu, Luoling
    JOURNAL OF THE TEXTILE INSTITUTE, 2023, 114 (08) : 1157 - 1166
  • [50] A simple framework to generate 3D patient-specific model of coronary artery bifurcation from single-plane angiographic images
    Auricchio, Ferdinando
    Conti, Michele
    Ferrazzano, Carolina
    Sgueglia, Gregory A.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2014, 44 : 97 - 109