xhangchen / MRANLinks
Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis
☆26Updated last year
Alternatives and similar repositories for MRAN
Users that are interested in MRAN are comparing it to the libraries listed below
Sorting:
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆85Updated last year
- ☆35Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 4 months ago
- ☆53Updated 3 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- ☆37Updated 3 years ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆81Updated 3 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆29Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images — Medical Image Analysis 2024☆35Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆119Updated last month
- Python library for processing whole slide images (WSIs) in sdpc format☆52Updated 5 months ago
- ☆28Updated 3 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆79Updated 5 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆87Updated last year
- ☆64Updated 3 years ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆59Updated last year
- Official code for "Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole-Slide Image Classification", IEEE Transaction on …☆13Updated this week
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆98Updated 2 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆71Updated 3 months ago
- ☆72Updated 6 months ago
- CVPR 2023 Highlight☆88Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆152Updated last year
- CoNIC Challenge☆66Updated last year
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆25Updated 2 months ago
- ☆29Updated 2 years ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆76Updated 5 months ago