srinidhiPY / SSL_CR_HistoLinks
Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.
☆62Updated 3 years ago
Alternatives and similar repositories for SSL_CR_Histo
Users that are interested in SSL_CR_Histo 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
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆39Updated 4 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 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
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 3 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆108Updated 2 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆140Updated 4 years ago
- ☆71Updated 4 years ago
- This repository includes the codes and descriptions to create a fully annotated dataset of nuclei from cryosectioned histological samples…☆42Updated 2 years ago
- Histopathology Image Analysis☆92Updated 2 years ago
- ☆25Updated 2 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆90Updated 2 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆94Updated 5 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆79Updated 5 years ago
- CoNIC Challenge☆69Updated last year
- ☆30Updated 5 years ago
- ☆64Updated 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
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- DeepLearning - Camelyon16 dataset☆126Updated 7 years ago
- Attention Based Deep 3D Multiple Instance Learning☆24Updated 5 years ago
- ☆45Updated 2 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Updated 3 years ago
- List of academic institutes/companies working on computer-based digital pathology image analysis☆43Updated 2 months ago
- Interactive Segmentation of Nucleus☆66Updated 2 years ago
- Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis☆50Updated 2 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆34Updated 3 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆76Updated 5 years ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆31Updated 4 years ago