ChengJin-git / HMILLinks
Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification
☆18Updated 6 months ago
Alternatives and similar repositories for HMIL
Users that are interested in HMIL are comparing it to the libraries listed below
Sorting:
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆66Updated 7 months ago
- Iteratively Coupled Multiple Instance Learning☆22Updated 11 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- SI-MIL☆31Updated 9 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆87Updated 2 weeks ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆21Updated 7 months ago
- ☆54Updated 6 months ago
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆33Updated 3 weeks ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆26Updated 3 years ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆80Updated 8 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆35Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆93Updated 8 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆99Updated 6 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆62Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 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
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated last year
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- ☆17Updated 3 years ago
- ☆11Updated 10 months ago
- ☆24Updated last year
- ☆18Updated 2 years ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆76Updated 10 months ago
- ☆44Updated 9 months ago
- Official code for "Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole-Slide Image Classification", IEEE Transaction on …☆13Updated 3 months ago
- 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
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆30Updated 9 months ago