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

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

Update: 2025-11-11
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Description

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

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

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