Young patients suffering from Cerebral Palsy are facing difficult choices concerning heavy surgeries. Diagnosis settled by surgeons can be complex and on the other hand decision for patient about getting or not such a surgery involves important reflection effort. Proposed software combining prediction for surgeries and post surgery kinematic values, and from 3D model representing the patient is an innovative tool helpful for both patients and medicine professionals. Beginning with analysis and classification of kinematics values from Data Base extracted from gait analysis in 3 separated clusters, it is possible to determine close similarity between patients. Prediction surgery best adapted to improve a patient gait is then determined by operating a suitable preconditioned neural network. Finally, patient 3D modeling based on kinematic values analysis, is animated thanks to post surgery kinematic vectors characterizing the closest patient selected from patients clustering.


    Access

    Download


    Export, share and cite



    Title :

    A Predictive Rehabilitation Software for Cerebral Palsy Patients


    Contributors:
    J. Bouchard (author) / B. Prosperi (author) / G. Bavre (author) / M. Daudé (author) / E. Jeandupeux (author)

    Publication date :

    2013-08-22


    Remarks:

    oai:zenodo.org:1086687



    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English



    Classification :

    DDC:    629




    Drivers with cerebral palsy

    Ponsford, A. S. / Institut national de recherche sur les transports et leur securite / National Research Council; Transportation Research Board | British Library Conference Proceedings | 1992


    Cerebral palsy and driving

    Ponsford, A.-S. | British Library Conference Proceedings | 1995


    Usability testing of gaming and social media applications for stroke and cerebral palsy upper limb rehabilitation

    Valdés, Bulmaro A. / Hilderman, Courtney G. E. / Hung, Chai-Ting et al. | BASE | 2014

    Free access

    DETC2015-47005 Robot-Assisted Ankle Rehabilitation Training on an Adult With Cerebral Palsy: A Case Report

    Meng, Wei / Liu, Quan / Zhang, Mingming et al. | British Library Conference Proceedings | 2015


    Kinematic Deviations In Children With Cerebral Palsy

    Sangeux, Morgan / Armand, Stéphane | BASE | 2015

    Free access