Research theme for competitive and other funds (3):
2023 - 2026 少数医療データに適した量子因果探索アルゴリズムの開発
2020 - 2023 量子アニーリングを用いた医療資源配置最適化シミュレーション
2022 - 2023 量子コンピュータを活用したマウス全脳活動の因果探索
Papers (18):
Hakan Doga, M. Emre Sahin, Joao Bettencourt-Silva, Anh Pham, Eunyoung Kim, Alan Andress, Sudhir Saxena, Aritra Bose, Laxmi Parida, Jan Lukas Robertus, et al. Towards quantum computing for clinical trial design and optimization: A perspective on new opportunities and challenges. 2024
Yudai Suzuki, Rei Sakuma, Hideaki Kawaguchi. Light-cone feature selection for quantum machine learning. 2024
Yota Maeda, Hideaki Kawaguchi, Hiroyuki Tezuka. Estimation of mutual information via quantum kernel method. 2023
Hideaki Kawaguchi. Application of quantum computing to a linear non-Gaussian acyclic model for novel medical knowledge discovery. PLOS ONE. 2023. 18. 4. e0283933