フルテキストURL
fulltext.pdf 16.8 MB
著者
Hasei, Joe Department of Medical Information and Assistive Technology Development, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences
Hanzawa, Mana Department of Pediatrics, Okayama University Hospital
Nagano, Akihito Department of Orthopedic Surgery, Gifu University Graduate School of Medicine
Maeda, Naoko Department of Pediatrics, NHO National Hospital Organization Nagoya Medical Center
Yoshida, Shinichirou Department of Orthopedic Surgery, Tohoku University Graduate School of Medicine
Endo, Makoto Department of Orthopedic Surgery, Graduate School of Medical Sciences, Kyushu University
Yokoyama, Nobuhiko Department of Orthopedic Surgery, Graduate School of Medical Sciences, Kyushu University
Ochi, Motoharu Department of Pediatrics, Okayama University Hospital
Ishida, Hisashi Department of Pediatrics, Okayama University Hospital
Katayama, Hideki Department of Palliative and Supportive Care, Okayama University Hospital
Fujiwara, Tomohiro Science of Functional Recovery and Reconstruction, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences ORCID Kaken ID
Nakata, Eiji Science of Functional Recovery and Reconstruction, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences ORCID Kaken ID
Nakahara, Ryuichi Science of Functional Recovery and Reconstruction, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences
Kunisada, Toshiyuki Science of Functional Recovery and Reconstruction, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences Kaken ID researchmap
Tsukahara, Hirokazu Department of Pediatrics, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences Kaken ID publons researchmap
Ozaki, Toshifumi Science of Functional Recovery and Reconstruction, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences Kaken ID publons researchmap
抄録
Background: Pediatric and adolescent/young adult (AYA) cancer patients face profound psychological challenges, exacerbated by limited access to continuous mental health support. While conventional therapeutic interventions often follow structured protocols, the potential of generative artificial intelligence (AI) chatbots to provide continuous conversational support remains unexplored. This study evaluates the feasibility and impact of AI chatbots in alleviating psychological distress and enhancing treatment engagement in this vulnerable population.
Methods: Two age-appropriate AI chatbots, leveraging GPT-4, were developed to provide natural, empathetic conversations without structured therapeutic protocols. Five pediatric and AYA cancer patients participated in a two-week intervention, engaging with the chatbots via a messaging platform. Pre- and post-intervention anxiety and stress levels were self-reported, and usage patterns were analyzed to assess the chatbots' effectiveness.
Results: Four out of five participants reported significant reductions in anxiety and stress levels post-intervention. Participants engaged with the chatbot every 2-3 days, with sessions lasting approximately 10 min. All participants noted improved treatment motivation, with 80% disclosing personal concerns to the chatbot they had not shared with healthcare providers. The 24/7 availability particularly benefited patients experiencing nighttime anxiety.
Conclusions: This pilot study demonstrates the potential of generative AI chatbots to complement traditional mental health services by addressing unmet psychological needs in pediatric and AYA cancer patients. The findings suggest these tools can serve as accessible, continuous support systems. Further large-scale studies are warranted to validate these promising results.
キーワード
generative AI chatbot
large language model
pediatric cancer
adolescent and young adult (AYA)
psychological support
発行日
2025-02-25
出版物タイトル
Frontiers in Digital Health
7巻
出版者
Frontiers Media
開始ページ
1543543
ISSN
2673-253X
資料タイプ
学術雑誌論文
言語
英語
OAI-PMH Set
岡山大学
論文のバージョン
publisher
PubMed ID
DOI
Web of Science KeyUT
ライセンス
https://creativecommons.org/licenses/by/4.0/
Citation
Hasei J, Hanzawa M, Nagano A, Maeda N, Yoshida S, Endo M, Yokoyama N, Ochi M, Ishida H, Katayama H, Fujiwara T, Nakata E, Nakahara R, Kunisada T, Tsukahara H and Ozaki T (2025) Empowering pediatric, adolescent, and young adult patients with cancer utilizing generative AI chatbots to reduce psychological burden and enhance treatment engagement: a pilot study. Front. Digit. Health 7:1543543. doi: 10.3389/fdgth.2025.1543543
助成機関名
Mitsubishi Foundation
Wesco Scientific Promotion Foundation
助成番号
202430037