<HashMap><database>biostudies-literature</database><scores/><additional><omics_type>Unknown</omics_type><volume>13</volume><submitter>Wu C</submitter><journal>JMIR medical informatics</journal><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC12440259</full_dataset_link><repository>biostudies-literature</repository><pubmed_title>Using Wearable Device and Machine Learning to Predict Mood Symptoms in Bipolar Disorder: Development and Usability Study</pubmed_title><pmcid>PMC12440259</pmcid><pubmed_authors>Jhao L</pubmed_authors><pubmed_authors>Wang S</pubmed_authors><pubmed_authors>Chien Y</pubmed_authors><pubmed_authors>Wu C</pubmed_authors><pubmed_authors>Chen I</pubmed_authors><pubmed_authors>Hsieh M</pubmed_authors><pubmed_authors>Liu D</pubmed_authors></additional><is_claimable>false</is_claimable><name>Using Wearable Device and Machine Learning to Predict Mood Symptoms in Bipolar Disorder: Development and Usability Study</name><description/><dates><release>2025-01-01T00:00:00Z</release><publication>2025 Jan</publication><modification>2026-06-01T15:46:22.805Z</modification><creation>2026-04-08T13:50:07.307Z</creation></dates><accession>S-EPMC12440259</accession><cross_references/></HashMap>