waliens / multitask-dipathLinks
Implementation of PyTorch-based multi-task pre-trained models
☆33Updated 4 years ago
Alternatives and similar repositories for multitask-dipath
Users that are interested in multitask-dipath are comparing it to the libraries listed below
Sorting:
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Updated 2 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆34Updated 2 years ago
- CoNIC Challenge☆66Updated last year
- This repository contains my implementations of the algorithms which MoNuSAC participants could use for data preparation to train their mo…☆64Updated 3 years ago
- Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis☆50Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 3 years ago
- This repository includes the codes and descriptions to create a fully annotated dataset of nuclei from cryosectioned histological samples…☆39Updated 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
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆63Updated 11 months ago
- Interactive Segmentation of Nucleus☆63Updated 2 years ago
- ☆34Updated 6 years ago
- Dense Steerable Filter CNN☆76Updated 2 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆88Updated 2 years ago
- ☆26Updated 9 months ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- ☆16Updated 2 years ago
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆56Updated 3 years ago
- A manually annotated test set for DeepLesion with 3D lesion boxes☆25Updated 4 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆55Updated 2 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆107Updated 2 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆41Updated 2 years ago
- Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" …☆103Updated 3 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆56Updated 2 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Pytorch code for the paper "Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertai…☆19Updated 2 years ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆45Updated 3 years ago
- ☆30Updated 5 years ago