mdsatria / MultiAttentionMILLinks
ECCV-AIMIA 2022 paper: "Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images"
☆12Updated 2 years ago
Alternatives and similar repositories for MultiAttentionMIL
Users that are interested in MultiAttentionMIL are comparing it to the libraries listed below
Sorting:
- A set of codes to classify H&E slides using deep learning☆30Updated 3 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 5 years ago
- ☆16Updated 3 years ago
- ☆15Updated 2 years ago
- machine-readable information for the TCGA dataset, mirrored from other sources☆20Updated 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
- ☆42Updated 3 years ago
- ☆45Updated 2 years ago
- Preprocessing module for large histological images☆20Updated 2 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Updated 2 years ago
- ☆35Updated 2 years ago
- Data and code to accompany our Nature publication☆46Updated 3 years ago
- Code and GUI for Feature-driven Local Cell Graph (FLocK): New Computational Pathology based descriptors☆16Updated 2 years ago
- Gene mutation and pathway activity prediction from H&E slides☆35Updated 3 years ago
- Topological Feature Extraction on Whole Slide Images using Graph Neural Networks.☆23Updated 5 years ago
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆27Updated last year
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆32Updated 3 years ago
- Python 3 library for the augmentation & normalization of H&E images☆58Updated 2 years ago
- ☆20Updated 2 years ago
- ☆20Updated 2 years ago
- ☆56Updated 3 years ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Updated 5 years ago
- Pipeline for computational pathology☆38Updated last year
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆30Updated last year
- Synthetic histology using GANs, for deep learning model explainability and trainee education.☆15Updated last year
- ☆16Updated last year
- ☆49Updated 3 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Updated 2 years ago