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278 gains match this view. 97% rest on at least one peer-reviewed study, and 3% clear the high-evidence bar. The latest was filed Oct 16, 2026.

Every gain in this view, one square each, shaded by the strength of its evidence. High 9 Moderate 269 Emerging 0
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A deep learning system using only a single video camera can identify exercises and estimate joint movement in older care-home residents, producing duration, repetition, and movement quality measures similar to professional sensor-based motion capture, enabling exercise monitoring without extra staff.

Source article: Deep learning-based physical exercise assessment of older adults using single-camera videos

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