KostiukIvan / Multiple-instance-learning-with-graph-neural-networksLinks
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
Sorting:
- Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"☆45Updated 4 years ago
- ☆14Updated 5 years ago
- ☆71Updated 4 years ago
- Deep learning-based multimodal integration of histology and genomics to improves cancer origin prediction☆26Updated 2 years ago
- Multimodal fusion for heterogeneous biomedical data. NeurIPS 2024.☆76Updated 9 months ago
- A graph-transformer for whole slide image classification☆171Updated last year
- Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction☆90Updated 6 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Updated 5 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- ☆45Updated 2 years ago
- Multimodal deep learning model for long-term cancer survival prediction☆83Updated 3 years ago
- ☆28Updated 3 years ago
- ☆24Updated 3 years ago
- Pytorch implementation for H2GT (ICME 2024)☆18Updated 10 months ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆26Updated 3 years ago
- This is the pytorch\DGL implementation of the AMIGO paper.☆10Updated last year
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆13Updated 9 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆155Updated last year
- Data and code to accompany our Nature publication☆46Updated 3 years ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆75Updated last year
- ☆57Updated 2 years ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆20Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆39Updated 4 years ago
- ☆15Updated 3 years ago
- ☆29Updated 2 years ago
- ☆19Updated 3 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 5 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- ☆12Updated 4 years ago
- Repo for Tang et al, bioRxiv 454793 (2018)☆42Updated 6 years ago