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Analysis of Online Peripartum Depression Communities: Application of Multilabel Text Classification Techniques to Inform Digitally-Mediated Prevention and Management

Alexandra Zingg, Tavleen Singh, Sahiti Myneni
2021 Frontiers in Digital Health  
PPD prevention and self-management.  ...  In this study, we aim to adapt a digital health development framework, Digilego, toward translation of our results from social media analysis to inform digital features of a mobile intervention that promotes  ...  ACKNOWLEDGMENTS We would like to thank the faculty, staff, and students at the UT School of Biomedical Informatics Center for Digital Health and Analytics for their contributions to this study.  ... 
doi:10.3389/fdgth.2021.653769 pmid:34713126 pmcid:PMC8521806 fatcat:utd553wgy5go7k67rewvvnlm3m