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Source: Studies in Health Technology and Informatics
Therapy: Physiotherapy
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Total 119 results found since Jan 2013.
Assessing Human Mobility by Constructing a Skeletal Database and Augmenting it Using a Generative Adversarial Network (GAN) Simulator
Stud Health Technol Inform. 2022 Nov 3;299:97-103. doi: 10.3233/SHTI220967.ABSTRACTThis paper presents a neural network simulator based on anonymized patient motions that measures, categorizes, and infers human gestures based on a library of anonymized patient motions. There is a need for a sufficient training set for deep learning applications (DL). Our proposal is to extend a database that includes a limited number of videos of human physiotherapy activities with synthetic data. As a result of our posture generator, we are able to generate skeletal vectors that depict human movement. A human skeletal model is generated b...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Yoram Segal Ofer Hadar Lenka Lhotska Source Type: research
