Kyoto University · Faculty of Medicine / Graduate School of Medicine · 特定准教授

Research keywordskidney pathology・acute kidney injury・machine learning・deep learning・healthcare claims data・rare lesion detection・disease onset networks・treatment planning

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• Subgrouping Causal Networks of Disease Onset in Large-scale Health and Medical Data using Supercomputer Fugaku2024 · 2024 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, BIBM,
• MGeND: an integrated database for Japanese clinical and genomic informationHuman Genome Variation,
• Renal-limited vasculitis with elevated levels of multiple antibodiesCEN Case Reports,
• Spatiotemporal ATP Dynamics during AKI Predict Renal PrognosisJournal of the American Society of Nephrology,

• ヘルスリテラシーを高め行動変容を促すALD・NAFLD予兆モデルの社会実装試行
• 臨床情報を統合した腎病理画像の自動所見判定と予後・最適治療方針予測モデルの構築
• 機械学習による急性腎障害リスクアラートツールの臨床的有用性検討

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