Longitudinal observation of psychophysiological data as a novel approach to personalised postural defect rehabilitation

Postural defects are one of the main diseases reported to be at the top of the list of diseases of civilisation. The present study aimed to develop a novel approach to defining a set of measurable physiological biomarkers and psychological characteristics with identifiable information content and da...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 8382 - 15
Main Authors:	Romaniszyn-Kania, Patrycja, Pollak, Anita, Kania, Damian, Mitas, Andrzej W.
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 11.03.2025 Nature Publishing Group Nature Portfolio
Subjects:	639/166/985 692/700/565/491 AdaBoost Adult Computer-assisted physiotherapy Data analysis Data processing Emotion analysis Female Galvanic Skin Response Humanities and Social Sciences Humans Longitudinal Studies Machine learning Male Mathematical models Middle Aged multidisciplinary Physiology Posture Posture - physiology Precision Medicine - methods Prediction models Psychological assessment Psychophysiological state analysis Psychophysiology Rehabilitation Science Science (multidisciplinary) Signal preprocessing Statistical analysis Therapeutic applications Emotion analysis Signal preprocessing AdaBoost Psychophysiological state analysis Machine learning Computer-assisted physiotherapy
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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