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Updated: Jul 4, 2025

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Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based

Akiko Hanai1,2,3, Tetsuo Ishikawa1,2,3,4, Shoko Sugao5

  • 1Medical Data Mathematical Reasoning Team, Advanced Data Science Project, RIKEN Information R&D and Strategy Headquarters, RIKEN, Yokohama, Japan.

JMIR Formative Research
|February 7, 2024
PubMed

Keywords:
adaptationantenatalchildrendepressiondigital healthexplainable machine-learninginfantmachine learningmaternalmobile phonemothermother’s healthnewbornparentingparentsperceived supportpostpartumpsychosocialresiliencesurveyunsupervised clusteringweb-basedwomen

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