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Predicting Momentary Mood in Daily Life from Accelerometer Data: Evaluating Single vs. Multiple Sensor Locations Using Machine Learning.

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Title: Predicting Momentary Mood in Daily Life from Accelerometer Data: Evaluating Single vs. Multiple Sensor Locations Using Machine Learning.
Authors: Woll S; Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany., Müther J; Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany., Birkenmaier D; Department of Embedded Systems and Sensors Engineering, FZI Research Center for Information Technology, 76131 Karlsruhe, Germany., Biri G; Department of Embedded Systems and Sensors Engineering, FZI Research Center for Information Technology, 76131 Karlsruhe, Germany., Ebner-Priemer UW; Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany.; Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159 Mannheim, Germany., Giurgiu M; Institute of Movement Therapy and Movement-Oriented Prevention and Rehabilitation, German Sport University Cologne, 50933 Cologne, Germany.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jun 10; Vol. 26 (12). Date of Electronic Publication: 2026 Jun 10.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Woll+S%22">Woll S</searchLink>; Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Müther+J%22">Müther J</searchLink>; Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Birkenmaier+D%22">Birkenmaier D</searchLink>; Department of Embedded Systems and Sensors Engineering, FZI Research Center for Information Technology, 76131 Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Biri+G%22">Biri G</searchLink>; Department of Embedded Systems and Sensors Engineering, FZI Research Center for Information Technology, 76131 Karlsruhe, Germany.<br /><searchLink fieldCode="AU" term="%22Ebner-Priemer+UW%22">Ebner-Priemer UW</searchLink>; Mental mHealth Lab, Institute of Sports and Sports Science, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany.; Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159 Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Giurgiu+M%22">Giurgiu M</searchLink>; Institute of Movement Therapy and Movement-Oriented Prevention and Rehabilitation, German Sport University Cologne, 50933 Cologne, Germany.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Jun 10; Vol. 26 (12). <i>Date of Electronic Publication: </i>2026 Jun 10.
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