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Confidence Filtering in Video-Based Gait Assessment: Measurement Error versus Selection Shift

Video-based gait assessment often keeps only high-confidence pose observations, which can lower measurement error but change the movement assessed.

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39704cs.CV · q-bio.QM · stat.ME

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Confidence Filtering in Video-Based Gait Assessment: Measurement Error versus Selection Shift — Genko 2 Nov 2026