A cascaded human-in-the-loop weak supervision framework improves label quality for clinical and home video assessment of Parkinson's motor tasks, outperforming majority voting on a small gold-standard test set.
Colour image quality assessment using structural similarity index and singular value decomposition
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HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment
A cascaded human-in-the-loop weak supervision framework improves label quality for clinical and home video assessment of Parkinson's motor tasks, outperforming majority voting on a small gold-standard test set.