Yucheng Guo

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Publications (11)

• A Multi-Modal Pre-training Framework-Driven Active Learning System for Enhanced Protein Evolution of Cs CE
  ACS Catalysis 2026 DOI: 10.1021/acscatal.6c03864
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• Prediction of cellular morphology changes under perturbations with a transcriptome-guided diffusion model
  Nature Communications 2025 DOI: 10.1038/s41467-025-63478-z
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• Large-scale foundation model on single-cell transcriptomics
  Nature Methods 2024 DOI: 10.1038/s41592-024-02305-7
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• Exploring pathological signatures for predicting the recurrence of early-stage hepatocellular carcinoma based on deep learning
  Frontiers in Oncology 2022 DOI: 10.3389/fonc.2022.968202
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• Artificial intelligence for histological subtype classification of breast cancer: combining multi‐scale feature maps and the recurrent attention model
  Histopathology 2022 DOI: 10.1111/his.14613
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• Automatic Pancreatic Ductal Adenocarcinoma Detection in Whole Slide Images Using Deep Convolutional Neural Networks
  Frontiers in Oncology 2021 DOI: 10.3389/fonc.2021.665929
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• Deep learning-based multi-class classification of breast digital pathology images
  Cancer Management and Research 2021 DOI: 10.2147/CMAR.S312608
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• Artificial Intelligence-Based Multiclass Classification of Benign or Malignant Mucosal Lesions of the Stomach
  Frontiers in Pharmacology 2020 DOI: 10.3389/fphar.2020.572372
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• Deep Convolutional Neural Networks for Automatic Detection of Orbital Blowout Fractures
  The Journal of craniofacial surgery 2020 DOI: 10.1097/SCS.0000000000006069
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• Network-Based Combinatorial CRISPR-Cas9 Screens Identify Synergistic Modules in Human Cells
  ACS Synthetic Biology 2019 DOI: 10.1021/acssynbio.8b00237
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