Kumamoto University · Faculty of Engineering / Research Division of Advanced Science (Engineering) / Education Division of Natural Sciences · 教授

Research keywordsmultimodal diagnosis of ischemic heart disease・spatial transcriptomics・KRAS-mediated drug resistance・isomorphic mesh generation・esophageal tumor segmentation・dental 3D tooth extraction

Research fieldsBiomedical engineering・Medical systems・Informatics・Intelligent mechanics/Mechanical systems・Media informatics/Database・Human informatics・Medicine, Dentistry, and Pharmacy・Clinical surgery

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• Stage-wise mutual attention network for diagnostic support of chronic ischaemic heart disease using multimodal medical information2026 · Intelligence-Based Medicine
• Efficient Isomorphic Mesh Generation from Point Clouds via Group-wise Implicit Function Networks2025 · The 8th Asian Conference on Pattern Recognition (ACPR 2025)
• Deep Learning-guided Spatial Transcriptomics Identifies KRAS signaling as the Dominant Mechanism of Resistance to CDK4/6 Inhibitors2025 · 2025 San Antonio Breast Cancer Symposium
• Generation of semantic isomorphic mesh using implicit function representation2025 · Computers & Graphics

• 患者固有Cyber-Physical口腔モデルに基づく次世代テーラーメイド歯科治療支援システム2025 · 科学研究費助成事業
• サブドメインデータを用いた手術シーン認識と術中危険予測の実現2024 · 科学研究費助成事業
• 臓器の呼吸性移動を可視化する複合現実の開発：画像下低侵襲がん治療への実装に向けて2023 · 科学研究費助成事業
• データフロー型計算システムと3D画像認識AIによる革新的癌診断支援システムの構築2023 · 戦略的創造研究推進事業

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