Author

Nawid Keshtmand

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Preprint Aug 2026

Markerless Pose Estimation for Resistance Training Technique Assessment

Resistance training can be a high risk activity, and safe form is essential to avoiding injury. Laboratory-based movement analysis provides quantitive technique assessment, yet is not easily accessible. Markerless pose estimation infers body landmarks from images or video without physical markers and could offer a feas...

J. Turner, J. Clark, Nawid Keshtmand · 0 citations

Preprint Aug 2026

Evaluating Deep Multivariate Imputation Models on Wearable Device Data

An evaluation protocol is developed that mines contiguous missing-run templates from training data, stratifies them by per-feature gap-length quantiles, and injects them as block masks with preserved co-missingness structure, establishing critical steps towards developing better imputation strategies for future multi-s...

S. Goodman, R. Nzoyem, Leandro Junges et al. · 0 citations