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Long short-term attention memory (LSTAM): a global-feature-integrated model for joint moment prediction in human rehabilitation

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Long short-term attention memory (LSTAM): a global-feature-integrated model for joint moment prediction in human rehabilitation

Baoping Xiong et al · Nature Portfolio · 2026 · ISSN 2045-2322

Abstract Joint moments are critical parameters for evaluating human movement, and time-series models are widely used to predict them from biosignals. However, biosignals collected via accelerometers, gyroscopes, and elec...

LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English

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Zeitschrift für Medizinische Physik

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Zeitschrift für Medizinische Physik

Elsevier; Germany · ISSN 0939-3889

Subjects / keywords: radiation physics and therapy, radiation sciences, biomedical and molecular imaging, medical acoustics and audiology, biosignals, artificial intelligence; Medicine: Medicine (General): Medical physics. Medical radiology....

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