This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (2792) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (915) Parenting (284) Web-based and Mobile Health Interventions (3609)

Published on in Vol 8 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47372, first published .
Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study

Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study

Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study

Authors of this article:

Akiko Hanai1, 2, 3 Author Orcid Image ;   Tetsuo Ishikawa1, 2, 3, 4 Author Orcid Image ;   Shoko Sugao5 Author Orcid Image ;   Makoto Fujii6 Author Orcid Image ;   Kei Hirai5 Author Orcid Image ;   Hiroko Watanabe6 Author Orcid Image ;   Masayo Matsuzaki7 Author Orcid Image ;   Goji Nakamoto6 Author Orcid Image ;   Toshihiro Takeda8 Author Orcid Image ;   Yasuji Kitabatake9 Author Orcid Image ;   Yuichi Itoh10 Author Orcid Image ;   Masayuki Endo11 Author Orcid Image ;   Tadashi Kimura11 Author Orcid Image ;   Eiryo Kawakami1, 2 Author Orcid Image
Article Authors Cited by (2) Tweetations (5) Metrics
All Time | Last Month | Last Six Months | Last Year
JMIR Publications JMIR Publications @jmirpub

JMIR Formative Res: Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study https://t.co/NV2H83TBh2 https://t.co/6V7R6wUPli

2:04 PM · Feb 07, 2024

0
1
JMIR Formative Research JMIR Formative Research @JMIR_Formative

RT @jmirpub: JMIR Formative Res: Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Bas…

2:04 PM · Feb 07, 2024

0
1
Tetsuo Ishikawa Tetsuo Ishikawa @fronori

コレスポとして携った研究がJMIR Form Res誌に論文掲載されました！ https://t.co/zZt2HLg8r3 阪大と理研のSociety 5.0事業の生誕1000日見守り研究プロジェクトの成果です。子育て適応包括尺度で測られた産婦さんの心理特性を説明可能機械学習を用いてクラスタリングし、新たな層別化を実現しました。

11:11 AM · Feb 08, 2024

6
1
tomomitsu herai tomomitsu herai @tomoherai

RT @fronori: コレスポとして携った研究がJMIR Form Res誌に論文掲載されました！ https://t.co/zZt2HLg8r3 阪大と理研のSociety 5.0事業の生誕1000日見守り研究プロジェクトの成果です。子育て適応包括尺度で測られた産婦さんの…

11:19 AM · Feb 08, 2024

6
1
Tetsuo Ishikawa Tetsuo Ishikawa @fronori

RT @jmirpub: JMIR Formative Res: Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Bas…

11:39 AM · Feb 08, 2024

0
2