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A multimodal machine learning approach to forecast upper limb motor recovery after stroke using kinematic and electromyographic data - A pilot-study.

J Neuroeng Rehabil · 2026 · PMC12825236 · PMID 41486155

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Although some models exhibited similar median RMSE, substantial differences were observed in mean performance and participant-level consistency; however, these differences did not reach statistical significance.

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Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.