Utilizing a novel high-resolution malaria dataset for climate-informed predictions with a deep learning transformer model

• Material Type: 博士論文
• Title: Utilizing a novel high-resolution malaria dataset for climate-informed predictions with a deep learning transformer model
• Author/Editor: PILLAY, MICHEAL TERON
• Author Heading: PILLAY, MICHEAL TERON
• Publication, Distribution, etc.: Springer Nature
• Publication Date: 2024-03-19
• Publication Date (W3CDTF): 2024-03-19
• Alternative Title: 新規高解像度マラリアデータセットを利用した気候情報予測のためのディープラーニングトランスフォーマーモデル
• Periodical title: Scientific Reports
• No. or year of volume/issue: 13
• Volume: 13
• Pages: art. no. 23091-
• ISSN (Periodical Title): EISSN : 2045-2322
• Degree grantor/type: Nagasaki University (長崎大学)
• Date Granted: 2024-03-19
• Dissertation Number: 甲医歯薬第1602号
• Degree Type: 博士(医学)
• Text Language Code: eng
• Target Audience: 一般
• Note (General): 長崎大学学位論文 学位記番号:博(医歯薬)甲第1602号 学位授与年月日:令和6年3月19日; Author: Micheal T. Pillay, Noboru Minakawa, Yoonhee Kim, Nyakallo Kgalane, Jayanthi V. Ratnam, Swadhin K. Behera, Masahiro Hashizume & Neville Sweijd; Citation: Scientific Reports, 13, art. no. 23091; 2023; Nagasaki University (長崎大学), 博士(医学) (2024-03-19)
• Format (IMT): application/pdf
• Source: fulltext; https://nagasaki-u.repo.nii.ac.jp/record/2000884/files/ISYK1602_Pillay.pdf
• Access Restrictions: インターネット公開
• Rights (production): This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. © The Author(s) 2023
• Related Material (URI): HDL; http://hdl.handle.net/10069/0002000797
• Related Material (DOI): 10.1038/s41598-023-50176-3
• Data Provider (Database): 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）; https://irdb.nii.ac.jp
• Original Data Provider (Database): 長崎大学 : 長崎大学学術研究成果リポジトリ

• Summary, etc.: Climatic factors influence malaria transmission via the effect on the Anopheles vector and Plasmodium parasite. Modelling and understanding the comple...