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Interpretable molecular decision-making with DNA-based scalable and memory-efficient tree computation.

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Title: Interpretable molecular decision-making with DNA-based scalable and memory-efficient tree computation.
Authors: Liu J; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China., Tang Q; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China., Han Y; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China., Song J; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China., Wang F; School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, China., Guo P; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China. guopei@ibmc.ac.cn., Fan C; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. fanchunhai@sjtu.edu.cn.; School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, China. fanchunhai@sjtu.edu.cn., Tan W; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. tan@hnu.edu.cn.; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China. tan@hnu.edu.cn., Han D; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. dahan@sjtu.edu.cn.; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China. dahan@sjtu.edu.cn.
Source: Nature communications [Nat Commun] 2025 Nov 21; Vol. 16 (1), pp. 10311. Date of Electronic Publication: 2025 Nov 21.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Liu+J%22">Liu J</searchLink>; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Tang+Q%22">Tang Q</searchLink>; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China.<br /><searchLink fieldCode="AU" term="%22Han+Y%22">Han Y</searchLink>; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Song+J%22">Song J</searchLink>; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wang+F%22">Wang F</searchLink>; School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Guo+P%22">Guo P</searchLink>; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China. guopei@ibmc.ac.cn.<br /><searchLink fieldCode="AU" term="%22Fan+C%22">Fan C</searchLink>; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. fanchunhai@sjtu.edu.cn.; School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, China. fanchunhai@sjtu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Tan+W%22">Tan W</searchLink>; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. tan@hnu.edu.cn.; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China. tan@hnu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Han+D%22">Han D</searchLink>; Institute of Molecular Medicine (IMM), Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China. dahan@sjtu.edu.cn.; Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China. dahan@sjtu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101528555%22">Nature communications</searchLink> [Nat Commun] 2025 Nov 21; Vol. 16 (1), pp. 10311. <i>Date of Electronic Publication: </i>2025 Nov 21.
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              Text: 2025 Nov 21
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