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研究分野情報科学とコンピュータ科学機械学習ディープラーニング
研究分野
情報科学とコンピュータ科学
機械学習
ディープラーニング
HiST: ヒストロジカルイメージ腫瘍空間トランスクリプトミクスマルチスケール融合ディープラーニング

HiST: ヒストロジカルイメージ腫瘍空間トランスクリプトミクスマルチスケール融合ディープラーニング

Wei Li ¹, Dong Zhang ², Eryu Peng ², Shijun Shen ¹, Hamid Alinejad-Rokny ³, Yao Liu ⁴, Junke Zheng ⁵, Cizhong Jiang ¹, Youqiong Ye ²

Wei Li ¹, Dong Zhang ², Eryu Peng ²

¹Shanghai Tenth People's Hospital, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, China.
²Shanghai Institute of Immunology, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
³UNSW BioMedical Machine Learning Lab (BML) School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia.
⁴Department of Hepatobiliary Surgery, State Key Laboratory of Immune Response and Immunotherapy, Centre For Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China.
⁵Institute for Translational Medicine On Cell Fate and Disease, Shanghai Ninth People's Hospital, Key Laboratory of Cell Differentiation and Apoptosis of National Ministry of Education, Department of Pathophysiology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

⁰Shanghai Tenth People's Hospital, Shanghai Key Laboratory of Signaling and Disease Research, School of Life Sciences and Technology, Tongji University, Shanghai, China.

Advanced Science (weinheim, Baden-Wurttemberg, Germany) +

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2026年1月5日

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2026年1月5日

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まとめ

No abstract available on PubMed

キーワード:

HiST についてヒストロジカル画像診断と免疫療法の有効性の予測空間トランスクリプトミクス腫瘍のスポット識別

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