clemsgrs / hipt
Re-implementation of HIPT
☆18Updated this week
Related projects ⓘ
Alternatives and complementary repositories for hipt
- Histopathology Slides Preprocessing Pipeline☆32Updated last month
- ☆36Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆125Updated 5 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆26Updated 2 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆72Updated 8 months ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆27Updated 5 months ago
- GPU-accelerated stain normalization command line tool☆19Updated last year
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- Histopathology Image Analysis☆90Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆64Updated 3 weeks ago
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆23Updated 7 months ago
- ☆49Updated 2 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
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 6 months ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆48Updated last year
- ☆32Updated 3 years ago
- CVPR 2023 Highlight☆76Updated 7 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- ☆53Updated last month
- ☆70Updated 3 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 3 years ago
- Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for dee…☆42Updated this week
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆22Updated last year
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆32Updated 4 years ago
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆23Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆62Updated 2 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆43Updated last month
- SI-MIL☆21Updated 4 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆124Updated 3 years ago