Multimodal Sleep Measurement and Alignment Analysis in Outpatients With Major Depressive Episode: Observational Study.
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| Title: | Multimodal Sleep Measurement and Alignment Analysis in Outpatients With Major Depressive Episode: Observational Study. |
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| Authors: | Mahir A; Department of Computer Science, Aalto University, Espoo, Finland., Luong N; Department of Computer Science, Aalto University, Espoo, Finland., Baryshnikov I; Department of Psychiatry, University of Helsinki, Helsinki, Finland.; Helsinki and Uusimaa Hospital District, Helsinki, Finland., Martikkala A; Department of Psychiatry, University of Helsinki, Helsinki, Finland.; Helsinki and Uusimaa Hospital District, Helsinki, Finland., Isometsä E; Department of Psychiatry, University of Helsinki, Helsinki, Finland.; Helsinki and Uusimaa Hospital District, Helsinki, Finland., Aledavood T; Department of Computer Science, Aalto University, Espoo, Finland. |
| Source: | JMIR mHealth and uHealth [JMIR Mhealth Uhealth] 2025 Dec 11; Vol. 13, pp. e82465. Date of Electronic Publication: 2025 Dec 11. |
| Publication Type: | Journal Article; Observational Study |
| Journal Info: | Publisher: JMIR Publications Inc Country of Publication: Canada NLM ID: 101624439 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-5222 (Electronic) Linking ISSN: 22915222 NLM ISO Abbreviation: JMIR Mhealth Uhealth Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2291-5222 |
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| DOI: | 10.2196/82465 |
