Recently, there have been several studies using deep learning to assess gross motor development in children. A study reported that a deep learning model can predict cerebral palsy progression from videos of spontaneous movements taken in infancy [ JAMA Netw Open.
Feb 21, 2024
This paper focuses on GM assessment deep-learning (DL) by expanding the previous fruitful result of GM classifiction, which utilized OpenPose to detect ...
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How to test a child's gross motor skills?
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This paper focuses on GM assessment deep-learning by expanding the previous fruitful result of GM classifiction, and proposes a new CNN-based deep learning ...
Feb 21, 2024 · Using movement videos of toddlers aged 18-35 months, we developed objective and automated models to evaluate each behavior and assess each ...
Gross motor skills (such as running, throwing, and using a racket to hit a ball) play a crucial role in the development of perceptual and cognitive abilities [1] ...
May 27, 2023 · Children's motor development is a crucial tool for assessing developmental levels, identifying developmental disorders early, ...
Mar 13, 2023 · Several machine learning algorithms were compared for predicting the GMFM-66 score. The random forest algorithm proved to be the most accurate ...
Oct 19, 2024 · This study proposes a novel method utilizing an AI model for identifying gross motor delay in children.
May 17, 2024 · This paper outlines the assessment of infants' gross motor performance with a multisensor wearable and its fully automated deep learning-based analysis ...
Oct 24, 2023 · Fundamental or Gross Motor Skills (GMS) are a set of essential skills both for basic movement activities and physical activities.
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