AMLab-Amsterdam / AttentionDeepMILLinks
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
☆884Updated last year
Alternatives and similar repositories for AttentionDeepMIL
Users that are interested in AttentionDeepMIL are comparing it to the libraries listed below
Sorting:
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆403Updated last year
- Attention-based Deep MIL implementation and application☆157Updated 3 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆421Updated last year
- ☆343Updated 3 years ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆335Updated 4 years ago
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆560Updated last year
- Open source tools for computational pathology - Nature BME☆1,342Updated last month
- Pytorch implementation of three Multiple Instance Learning or Multi-classification papers☆133Updated 5 years ago
- PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss☆334Updated 3 years ago
- A Simple pytorch implementation of GradCAM and GradCAM++☆379Updated 6 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆310Updated 2 years ago
- PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)☆796Updated 5 years ago
- Python Whole Slide Image Preprocessing☆289Updated 2 years ago
- ☆324Updated 2 years ago
- Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation☆1,977Updated 4 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆754Updated 4 years ago
- A PyTorch Implementation of Focal Loss.☆981Updated 5 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,325Updated 4 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆132Updated 5 years ago
- [ICCV 2017] Torch code for Grad-CAM☆1,561Updated 2 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆552Updated 2 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆611Updated 3 years ago
- Uncertainty in Medical Image Analysis☆315Updated 3 years ago
- Codes for our paper "Revisiting Multiple Instance Neural Networks".☆66Updated 7 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆506Updated last year
- Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-…☆2,201Updated this week
- The PatchCamelyon (PCam) deep learning classification benchmark.☆493Updated last year
- This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)☆455Updated 3 years ago
- cGAN-based Multi Organ Nuclei Segmentation☆191Updated 2 years ago
- Keras implementation of Representation Learning with Contrastive Predictive Coding☆540Updated 5 years ago