KostiukIvan / Multiple-instance-learning-with-graph-neural-networks
Multiple instance learning with graph neural networks.
☆30Updated 4 years ago
Alternatives and similar repositories for Multiple-instance-learning-with-graph-neural-networks:
Users that are interested in Multiple-instance-learning-with-graph-neural-networks are comparing it to the libraries listed below
- ☆70Updated 3 years ago
- Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"☆44Updated 3 years ago
- ☆14Updated 4 years ago
- ☆26Updated 2 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- Deep learning-based multimodal integration of histology and genomics to improves cancer origin prediction☆25Updated 2 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- ☆38Updated 3 years ago
- ☆29Updated 5 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆83Updated last year
- ☆58Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆146Updated 11 months ago
- ☆13Updated last year
- ☆50Updated last week
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- ☆29Updated last year
- ☆35Updated 2 years ago
- ☆30Updated 2 years ago
- Pytorch implementation for H2GT (ICME 2024)☆17Updated 5 months ago
- ☆53Updated 3 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- ☆28Updated 4 years ago
- Data and code to accompany our Nature publication☆45Updated 2 years ago
- Multiple instance learning for weakly supervised learning☆37Updated 5 years ago
- ☆16Updated last year
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆19Updated last year
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆9Updated last year