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Akademický článek

Prediction of Mental Health Problem Using Annual Student Health Survey: Machine Learning Approach

Autor: Ayako Baba, Kyosuke Bunji

Publikováno v: JMIR Mental Health, Vol 10, p e42420 (2023)

BackgroundOne of the reasons why students go to counseling is being called on based on self-reported health survey results. However, there is no concordant standard for such calls. ObjectiveThis study aims to develop a machine learning (ML) model to

Externí odkaz: https://doaj.org/article/11d9cd5fa97e4230b169e11e8ab62c49

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Prediction of Mental Health Problem Using Annual Student Health Survey: Machine Learning Approach (Preprint)

Autor: Ayako Baba, Kyosuke Bunji

BACKGROUND One of the reasons why students go to counseling is being called on based on self-reported health survey results. However, there is no concordant standard for such calls. OBJECTIVE This study aims to develop a machine learning (ML) model t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b787942d1f69f34532228d3e418502df
https://doi.org/10.2196/preprints.42420

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Prediction of Mental Health Problem Using Annual Student Health Survey: Machine Learning Approach

Autor: Kyosuke Bunji, Ayako Baba

Publikováno v: JMIR Mental Health. 10:e42420

Background One of the reasons why students go to counseling is being called on based on self-reported health survey results. However, there is no concordant standard for such calls. Objective This study aims to develop a machine learning (ML) model t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::da030ca92f6e01b84a14d85ca576f772
https://doi.org/10.2196/42420

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Direct Preparation of Powdered Geopolymer Using Polyvinyl Alcohol as Dispersant Template and Its Cu(II) Cation Adsorption Capacity

Autor: Ayako Baba, Teruhisa Hongo

Publikováno v: Glass Physics and Chemistry. 47:126-131

A direct preparation method for a powdered geopolymer was developed using polyvinyl alcohol as a dispersant template. Metakaolin obtained by calcination of kaolinite at 600 or 750°C was used as silica-alumina source. Powdered samples with average pa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9faa8d9e027e1937338340b42e4a0971
https://doi.org/10.1134/s108765962102005x

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THE MEASURES AGAINST FALL PREVENTION AT HOME BY MULTIDISCIPLINARY SPECIALISTS FOR ELDERLY PEOPLE WHO EXPERIENCED FALL AND FEMORAL FRACTURES BASED ON THEIR ENVIRONMENTAL CHANGES : TO CLARIFY THE ARCHITECTURAL FACTORS ON REASONS OF FALLS AT HOME

Autor: Tomoki Tanaka, Bo-Kyung Son, Emiko Uchiyama, Ayako Baba, Unyaporn Suthutvoravut, Katsuya Iijima, Shujirou Imaeda, Toshio Otsuki, Toshiaki Tanaka, Yuka Sumikawa

Publikováno v: Journal of Architecture and Planning (Transactions of AIJ). 85:1387-1395

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::dc5fc6d2a3d55754b899cd16d568ec02
https://doi.org/10.3130/aija.85.1387

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The influence of mindfulness practice on stress management and psychotherapeutic work in clinical psychologist in training

Autor: Ayako Baba, Remi Inayoshi, Yumi Honda, Miho Takahashi, Yuina Katsumata

Publikováno v: The Proceedings of the Annual Convention of the Japanese Psychological Association. 83:2A-028

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::100541c20775af7b00b96bced6e84f13
https://doi.org/10.4992/pacjpa.83.0_2a-028

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The meaning of the caregiving for the family from the viewpoint of grandchildren

Autor: Ayako Baba, Ai Sato, Kota Mori, Kana Hashimoto, Kei Dazai

Publikováno v: The Proceedings of the Annual Convention of the Japanese Psychological Association. 83:2B-027

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::58eb29dfea1faa1832e1e86e96bc7ef1
https://doi.org/10.4992/pacjpa.83.0_2b-027

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Difference in Parent-Child Care Experience by Demographic Characteristics: Focusing on Stress, Needs, and Meaning

Autor: Ayako Baba

Publikováno v: Innovation in Aging

OBJECTIVE: In super aging society, unpaid caregivers play important roles. Therefore, they should be supported to realize the lives they want. However, it is unclear what caregivers’ particular needs are under different conditions. This study aimed

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5d3815d189ed0e29c8615f0c251f2b7b
http://europepmc.org/articles/PMC7741999

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DECISION-MAKING PROCESS REGARDING RELOCATION TO A GROUP HOME FOR PERSONS WITH DEMENTIA

Autor: Sumikawa Y, Mari Kimata, Hiroshi Murayama, Ayako Baba, Sugawara I, C. Fukui

Objective: Some older individuals with dementia who have difficulties living independently relocate to a facility. During the relocation process, it is important that the individuals with dementia make their own decisions. However, the decision-makin

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6df0695a55edb97075b221a3b3276715
https://europepmc.org/articles/PMC6228398/

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Needs of persons with dementia and their family caregivers in dementia cafés

Autor: Hyosook Park, Nobutada Yokouchi, Hiroko Okada, Yuka Sumikawa, Ayako Baba, Fumika Horinuki, Mahiro Fujisaki-Sueda-Sakai, Ryogo Ogino, Junichiro Okata, Makoto Suto, Chie Fukui

Publikováno v: Aging clinical and experimental research. 31(12)

Several studies have shown the effectiveness and diversity of dementia cafes, whereas there are few published articles in academic research focusing on what persons with dementia and their family caregivers need and whether the services provided sati

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::73720ac0c94563cfeef68dcf200b1b27
https://pubmed.ncbi.nlm.nih.gov/30694511

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