Histopathological Segmentation

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (4 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation
  4 Sep 2023 2 repositories listed
  The basic idea of SSL is to train a network to perform one or many pseudo or pretext tasks on unannotated data and use it subsequently as the basis for a variety of downstream tasks.
• Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization
  9 Apr 2023 1 repository listed
  Deep learning methods have emerged as powerful tools for analyzing histopathological images, but current methods are often specialized for specific domains and software environments, and few open-source options exist…
• Weakly supervised multiple instance learning histopathological tumor segmentation
  10 Apr 2020 1 repository listed
  In this paper, we propose a weakly supervised framework for whole slide imaging segmentation that relies on standard clinical annotations, available in most medical systems.