DearCaat / RRT-MIL
[CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology
☆85Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for RRT-MIL
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆49Updated last month
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆50Updated 7 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆77Updated 7 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆40Updated 4 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆68Updated last month
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆62Updated 3 months ago
- ☆50Updated 2 months ago
- The official implementation of GPFM☆40Updated last week
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆51Updated 5 months ago
- CVPR 2023 Highlight☆76Updated 7 months ago
- ☆138Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆64Updated last month
- ☆57Updated last year
- [ECCV 2024] Code for "Unleashing the Power of Prompt-driven Nucleus Instance Segmentation"☆46Updated 8 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆77Updated last month
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆21Updated 4 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆41Updated last week
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated 9 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated 2 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆20Updated last year
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆13Updated 9 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆45Updated last month
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆58Updated 9 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆45Updated this week
- ☆55Updated 2 years ago
- PointNu-Net Project☆17Updated 10 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆93Updated last year
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆26Updated last year