Alternatives and similar repositories for champkit:

Users that are interested in champkit are comparing it to the libraries listed below

• lunit-io / benchmark-ssl-pathology
  Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
  ☆86Updated last year
• sebastianffx / stainlib
  Python 3 library for the augmentation & normalization of H&E images
  ☆54Updated 2 years ago
• DIAGNijmegen / pathology-he-auto-augment
  H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
  ☆54Updated last year
• HistAI / hibou
  Hibou: Foundational Models for Pathology
  ☆70Updated 6 months ago
• mahmoodlab / MADELEINE
  MADELEINE: multi-stain slide representation learning (ECCV'24)
  ☆52Updated 2 months ago
• srinidhiPY / SSL_CR_Histo
  Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…
  ☆62Updated 3 years ago
• KatherLab / preProcessing
  ☆44Updated 2 years ago
• PathologyDataScience / NuCLS
  NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation
  ☆54Updated 3 years ago
• DIAGNijmegen / pathology-streaming-pipeline
  Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.
  ☆79Updated 2 years ago
• DIAGNijmegen / pathology-hooknet
  ☆59Updated 7 months ago
• Richarizardd / Self-Supervised-ViT-Path
  Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
  ☆139Updated 2 years ago
• andreped / fast-stain-normalization
  GPU-accelerated stain normalization command line tool
  ☆20Updated last year
• sophiajw / HistAuGAN
  ☆44Updated 2 years ago
• TissueImageAnalytics / CoNIC
  CoNIC Challenge
  ☆63Updated last year
• clemsgrs / hs2p
  Histopathology Slides Preprocessing Pipeline
  ☆38Updated last month
• navidstuv / NuClick
  Interactive Segmentation of Nucleus
  ☆63Updated 2 years ago
• digitalpathologybern / hover_next_train
  Training/Evaluation code for HoVer-NeXt
  ☆14Updated 4 months ago
• georg-wolflein / good-features
  Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"
  ☆18Updated 8 months ago
• histocartography / zoommil
  ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…
  ☆66Updated 2 years ago
• cvlab-stonybrook / local_learning_wsi
  Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)
  ☆28Updated 2 years ago
• KatherLab / HIA
  Histopathology Image Analysis
  ☆92Updated last year
• mahmoodlab / CRANE
  Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine
  ☆31Updated 2 years ago
• DIAGNijmegen / pathology-artifact-detection
  Quality control of whole-slide images through multi-class semantic segmentation of artifacts
  ☆32Updated last year
• EIDOSLAB / torchstain
  Stain normalization tools for histological analysis and computational pathology
  ☆140Updated 3 months ago
• digitalpathologybern / hover_next_inference
  Inference code for HoVer-NeXt
  ☆35Updated last month
• mahmoodlab / Patch-GCN
  Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
  ☆148Updated 11 months ago
• MaryamHaghighat / PathProfiler
  Pipeline for computational pathology
  ☆35Updated last year
• okunator / cellseg_models.pytorch
  Encoder-Decoder Cell and Nuclei segmentation models
  ☆91Updated this week
• yiqings / RandStainNA
  RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]
  ☆54Updated 2 years ago
• TissueImageAnalytics / cerberus
  One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification
  ☆88Updated 5 months ago