29 research outputs found

    Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device

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    This study aimed to validate a wearable device’s walking speed estimation pipeline, considering complexity, speed, and walking bout duration. The goal was to provide recommendations on the use of wearable devices for real-world mobility analysis. Participants with Parkinson’s Disease, Multiple Sclerosis, Proximal Femoral Fracture, Chronic Obstructive Pulmonary Disease, Congestive Heart Failure, and healthy older adults (n = 97) were monitored in the laboratory and the real-world (2.5 h), using a lower back wearable device. Two walking speed estimation pipelines were validated across 4408/1298 (2.5 h/laboratory) detected walking bouts, compared to 4620/1365 bouts detected by a multi-sensor reference system. In the laboratory, the mean absolute error (MAE) and mean relative error (MRE) for walking speed estimation ranged from 0.06 to 0.12 m/s and − 2.1 to 14.4%, with ICCs (Intraclass correlation coefficients) between good (0.79) and excellent (0.91). Real-world MAE ranged from 0.09 to 0.13, MARE from 1.3 to 22.7%, with ICCs indicating moderate (0.57) to good (0.88) agreement. Lower errors were observed for cohorts without major gait impairments, less complex tasks, and longer walking bouts. The analytical pipelines demonstrated moderate to good accuracy in estimating walking speed. Accuracy depended on confounding factors, emphasizing the need for robust technical validation before clinical application. Trial registration: ISRCTN – 12246987

    The status of English in The Netherlands

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    L’utilisation du rayonnement synchrotron en France

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    Le Laboratoire L. U. R. E., prĂ©sentant la structure d’un service commun au C. N. R. S. et Ă  l’UniversitĂ© Paris-Sud, a Ă©tĂ© crĂ©Ă© pour permettre V utilisation du rayonnement synchrotron Ă©mis par les anneaux de stockage d’électrons d’Orsay (ACO et DCI). On donne les caractĂ©ristiques de l’émission synchrotron de ces anneaux et l’intĂ©rĂȘt prĂ©sentĂ© par l’utilisation de ce rayonnement dans de multiples domaines est rappelĂ©. L’infrastructure technique permettant l’extraction, la rĂ©partition et l’utilisation de la lumiĂšre Ă©mise par ACO est dĂ©crite, ainsi que les diffĂ©rents montages et expĂ©riences dĂ©jĂ  rĂ©alisĂ©s. Les projets d’implantation sur DCI, actuellement en cours de construction, sont exposĂ©s. Les perspectives scientifiques ouvertes par l’utilisation des deux anneaux sont Ă©voquĂ©es ; l’état des expĂ©riences en cours d’étude ou de rĂ©alisation est dressĂ©. On indique enfin les modalitĂ©s d’accueil et de travail Ă  L. U. R. E
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