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Their expertise in posture assessment was crucial for identifying FHP, characterized by the contraction of the upper cervical region, leading to disrupted body alignment. To enrich our data set, we also incorporated additional images from a public pose repository [18] and extracted data sets from publicly accessible digital photos and videos including You Tube. This effort yielded a total of 2387 samples, with 1528 samples classified as “normal” and 859 samples classified as “FHP.”
JMIR Form Res 2024;8:e55476
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Those who survive the stroke may lose limb function in the upper limbs [3], which impacts motor control and can lead to long-term or permanent disability [2,4,5]. As a result, stroke patients cannot perform daily living activities such as eating, picking, and placing, and may become dependent on caregivers [4,6].
Stroke patients often undergo upper-limb rehabilitation (ULR) to improve their range of movements [7], which can help them lead independent lives and reduce reliance on caregivers.
JMIR Rehabil Assist Technol 2024;11:e54699
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