srinidhiPY / SSL_CR_Histo
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
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆77Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆83Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆131Updated 3 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
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆28Updated 2 years ago
- ☆70Updated 3 years ago
- ☆36Updated 2 years ago
- Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay☆69Updated 2 months ago
- CoNIC Challenge☆63Updated last year
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 2 years ago
- Histopathology Image Analysis☆92Updated last year
- Interactive Segmentation of Nucleus☆61Updated 2 years ago
- Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).☆13Updated 2 years ago
- ☆30Updated 5 years ago
- ☆57Updated 5 months ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆30Updated 3 years ago
- ☆36Updated 3 years ago
- ☆26Updated 2 years ago
- ☆42Updated last year
- ☆43Updated 2 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆33Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆34Updated last year
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆52Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆139Updated 10 months ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- The code for Kernel attention transformer (KAT)☆33Updated 9 months ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆99Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆64Updated 2 years ago