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pathological-images

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Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"

  • UpdatedNov 17, 2023
  • Python

Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.

  • UpdatedOct 3, 2023
  • Python

The official implementation of Prior-aware CNN with Multi-Task Learning for Colon Images Analysis (Oral Presentation, ISBI2020)

  • UpdatedMar 14, 2022
  • Python

An effective deep learning classification framework for whole slide images.

  • UpdatedApr 29, 2020
  • Python

[ISMB 2024] Official PyTorch Code for "PhiHER2: Phenotype-informed weakly supervised model for HER2 status prediction from WSIs"

  • UpdatedOct 14, 2024
  • Jupyter Notebook

Image analysis pipelines for double stained urothelial carcinoma samples featuring the watershed-based algorithm and template matching techniques.

  • UpdatedAug 24, 2021
  • Python

Original implementation of the code of the paper "Canine Mammary Tumor Histopathological Image Classification via Computer-Aided Pathology: An Available Dataset for Imaging Analysis".

  • UpdatedMar 1, 2023
  • Python

Deep learning for comprehensively assessing chronic gastritis from whole-slide images: a multicenter, retrospective cohort study

  • UpdatedMar 3, 2025
  • Python

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