isyangshu / MambaMIL
[MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"
☆80Updated last month
Alternatives and similar repositories for MambaMIL:
Users that are interested in MambaMIL are comparing it to the libraries listed below
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆99Updated 5 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆72Updated 3 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆61Updated 2 weeks ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆56Updated 10 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆47Updated this week
- The official implementation of GPFM☆49Updated 2 weeks ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆80Updated 10 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆51Updated 2 weeks ago
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆24Updated 7 months ago
- ☆59Updated last month
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆27Updated 9 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆51Updated last month
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆42Updated last year
- SI-MIL☆26Updated last month
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆14Updated 4 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆47Updated 2 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated last year
- ☆147Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆87Updated 4 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆60Updated 2 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 5 months ago
- CVPR 2023 Highlight☆80Updated 10 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆78Updated 4 months ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆15Updated last week
- Multimodal Whole Slide Foundation Model for Pathology☆165Updated last week
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆63Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆22Updated last year
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆17Updated 4 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆82Updated last year