liupei101 / AdvMILLinks
[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
☆35Updated last year
Alternatives and similar repositories for AdvMIL
Users that are interested in AdvMIL are comparing it to the libraries listed below
Sorting:
- ☆53Updated 2 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
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆70Updated 3 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- Iteratively Coupled Multiple Instance Learning☆21Updated 6 months ago
- ☆25Updated 2 years ago
- SI-MIL☆26Updated 5 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆61Updated 3 months ago
- ☆37Updated 3 years 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 9 months ago
- ☆35Updated 2 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆85Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆28Updated last year
- ☆28Updated 2 years ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆81Updated 2 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 3 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆35Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆72Updated 4 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆29Updated 5 months ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Updated 2 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆77Updated 4 months ago
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆57Updated 4 months ago
- ☆27Updated 4 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆59Updated 6 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆86Updated last year
- The code for Kernel attention transformer (KAT)☆35Updated last year
- ☆52Updated 2 years ago