YashSharma / C2CLinks
Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.
☆60Updated 4 years ago
Alternatives and similar repositories for C2C
Users that are interested in C2C are comparing it to the libraries listed below
Sorting:
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- ☆37Updated 4 years ago
- ☆37Updated 2 years ago
- ☆71Updated 4 years ago
- CoNIC Challenge☆70Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆60Updated 4 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆141Updated 4 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆67Updated 3 years ago
- CVPR 2023 Highlight☆92Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆97Updated 11 months ago
- ☆57Updated 3 years ago
- Histopathology Image Analysis☆92Updated 2 years ago
- ☆24Updated 3 years ago
- A graph-transformer for whole slide image classification☆172Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆87Updated last year
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆55Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆55Updated 3 years ago
- ☆66Updated last year
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆56Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- ☆54Updated 7 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆69Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated 11 months ago
- ☆68Updated 3 years ago
- GPU-accelerated stain normalization command line tool☆23Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago