DeepMicroscopy / MIDOG_reference_dockerLinks
Reference implementation of domain-adversarial training on a RetinaNet (to use as template in the MIDOG challenge)
☆8Updated 2 years ago
Alternatives and similar repositories for MIDOG_reference_docker
Users that are interested in MIDOG_reference_docker are comparing it to the libraries listed below
Sorting:
- MItosis DOmain Generalization Challenge 2021/2022☆14Updated 2 years ago
- Large-Scale Canine Cutaneous Mast Cell Tumor Dataset for Mitotic Figure Assessment on Whole Slide Images☆29Updated last year
- Large-Scale Canine Mammary Carcinoma Dataset for Mitotic Figure Assessment on Whole Slide Images☆21Updated 3 years ago
- ☆9Updated 4 months ago
- Alternative training set for the TUPAC16 auxiliary mitotic figure data set☆12Updated 7 months ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆33Updated 2 years ago
- Lung and Colon Cancer Histopathological Image Dataset☆55Updated 4 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- WSICS☆30Updated 6 years ago
- CoNIC Challenge☆63Updated last year
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆80Updated 2 years ago
- A large, multi-domain mitotic Figure Dataset☆16Updated 5 months ago
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆46Updated 2 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- Deep Multi-Magnification Network for multi-class tissue segmentation of whole slide images☆26Updated 2 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆87Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- ☆25Updated 8 months ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- Detection of tumors on mammography images☆14Updated 5 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Updated 4 years ago
- ☆25Updated 2 years ago
- Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).☆14Updated 2 years ago
- ☆70Updated 3 years ago
- This repository includes the codes and descriptions to create a fully annotated dataset of nuclei from cryosectioned histological samples…☆38Updated 2 years ago