BohriumKwong / using-weakly-supervised-deep-learning-on-whole-slide-imagesLinks
base on MIL method
☆13Updated last year
Alternatives and similar repositories for using-weakly-supervised-deep-learning-on-whole-slide-images
Users that are interested in using-weakly-supervised-deep-learning-on-whole-slide-images are comparing it to the libraries listed below
Sorting:
- Contains codes of DeepAttnMISL in MEDIA'20☆60Updated 4 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- ☆102Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- ☆166Updated 2 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆61Updated 9 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆141Updated 4 years ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆32Updated 6 months ago
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆10Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆32Updated last year
- ☆71Updated 4 years ago
- ☆37Updated 2 years ago
- ☆37Updated 4 years ago
- ☆57Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 4 years ago
- ☆54Updated 7 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆224Updated 3 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆87Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆119Updated 6 months ago
- ☆29Updated 2 years ago
- CVPR 2023 Highlight☆93Updated last year
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆154Updated last year
- An easy-to-use PyTorch library for Pathology Image ANalysis Orchestrator (PIANO), including generating patches from whole slide images, u…☆34Updated 2 months ago
- ☆23Updated 11 months ago
- ☆27Updated 9 months ago