cpath-ukk / Artifact
Generation of synthetic artefacts / digital pathology
☆14Updated 3 years ago
Alternatives and similar repositories for Artifact:
Users that are interested in Artifact are comparing it to the libraries listed below
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆22Updated 2 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 2 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆75Updated 2 years ago
- ☆36Updated 3 years ago
- ☆30Updated 5 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- ☆28Updated 2 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆26Updated 3 years ago
- ☆43Updated last year
- Interactive Segmentation of Nucleus☆61Updated 2 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆23Updated 2 years ago
- Image-to-Image Translation in PyTorch☆23Updated last year
- ☆25Updated 4 months ago
- ☆14Updated 7 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆53Updated 2 years ago
- ☆36Updated last year
- ☆26Updated 2 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 3 years ago
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆32Updated 5 years ago
- Histology Self-Supervised Learning☆12Updated 2 years ago
- DiagSet: a dataset for prostate cancer histopathological image classification☆30Updated 8 months ago
- Large-Scale Canine Cutaneous Mast Cell Tumor Dataset for Mitotic Figure Assessment on Whole Slide Images☆28Updated 9 months ago
- ☆12Updated 4 years ago
- CoNIC Challenge☆62Updated 11 months ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆81Updated last year
- Evaluation code for the PanNuke dataset☆26Updated 4 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 3 years ago
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆9Updated 3 years ago