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Cell Decoder: decoding cell identity with multi-scale explainable deep learning episode artwork

EPISODE · Nov 11, 2025 · 6 MIN

Cell Decoder: decoding cell identity with multi-scale explainable deep learning

from ReSay · host ReSayPodcast

This article "Cell Decoder: decoding cell identity with multi-scale explainable deep learning" is published in Genome Biology. Author:⁠⁠ Jun Zhu Journal: Genome Biology Year: 2025 Podcast type: Methodology The authors are: Jun Zhu Zeyang Zhang Yujia Xiang Beini Xie Xinwen Dong Linhai Xie Peijie Zhou Rongyan Yao Xiaowen Wang Yang Li Fuchu He Wenwu Zhu Ziwei Zhang Cheng Chang Affiliations: Jun Zhu, Yujia Xiang, State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Research Unit of Proteomics-driven Cancer Precision Medicine (Chinese Academy of Medical Sciences), Beijing, China Jun Zhu, Yujia Xiang, School of Life Sciences, Tsinghua University, Beijing, China Zeyang Zhang, Wenwu Zhu, Ziwei Zhang, Department of Computer Science and Technology, Tsinghua University, Beijing, China Beini Xie, Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Shenzhen, China Xinwen Dong, Rongyan Yao, Xiaowen Wang, Yang Li, Fuchu He, Cheng Chang, State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Research Unit of Proteomics-driven Cancer Precision Medicine (Chinese Academy of Medical Sciences), Beijing, China Linhai Xie, Fuchu He, International Academy of Phronesis Medicine (Guang Dong), Guangzhou International Bio Island, Guangzhou, China Peijie Zhou, Center for Machine Learning Research, Peking University, Beijing, China Peijie Zhou, AI for Science Institute, Beijing, China

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Cell Decoder: decoding cell identity with multi-scale explainable deep learning

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