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Explainable Machine Learning Classification to Identify Vulnerable Groups Among Parenting Mothers: Web-Based Cross-Sectional Questionnaire Study
Akiko Hanai, Tetsuo Ishikawa, Shoko Sugao, Makoto Fujii, Kei Hirai, Hiroko Watanabe, Masayo Matsuzaki, Goji Nakamoto, Toshihiro Takeda, Yasuji Kitabatake, Yuichi Itoh, Masayuki Endo, Tadashi Kimura, Eiryo Kawakami
JMIR Formative Research2024.07.07 -
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Comprehensive scale for Parenting Resilience and Adaptation(CPRA)の妊婦への利用可能性の検討
鳴戸 彩華, 藤井 誠, 管生 聖子, 中本 剛二, 渡邊 浩子, 松崎 政代, 遠藤 誠之
第64回 日本母性衛生学会 学術集会2023.10.13 -
A longitudinal study of the psychological impact of child-rearing difficulty and COVID-19 on mothers in the postpartum period in Japan.
Yumi Shimizu, Shoko Sugao, Masayuki Endo
Journal of Affective Disorders Reports2023.01.11 -
Developing a Comprehensive Scale for Parenting Resilience and Adaptation (CPRA) and an assessment algorithm: a descriptive cross-sectional study.
Shoko Sugao, Kei Hirai, Masayuki Endo
BMC psychology2022.02.22