[CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
☆86Feb 3, 2025Updated last year
Alternatives and similar repositories for WiKG
Users that are interested in WiKG are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆133Sep 19, 2025Updated 5 months ago
- LongMIL for WSI analysis with extrapolation positional embedding☆14Dec 11, 2024Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆34Jul 2, 2023Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆125Apr 28, 2025Updated 10 months ago
- CVPR 2023 Highlight☆98Apr 3, 2024Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆96Aug 25, 2023Updated 2 years ago
- ☆11Jul 21, 2023Updated 2 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Sep 14, 2024Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆65Nov 29, 2024Updated last year
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Jan 7, 2026Updated last month
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161May 14, 2024Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆66Feb 18, 2025Updated last year
- Efficient Approach for Guided Local Examination in Digital Pathology☆32May 4, 2025Updated 10 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆67Jan 30, 2025Updated last year
- ☆15Jan 25, 2024Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆161Nov 19, 2024Updated last year
- ☆173Nov 11, 2023Updated 2 years ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆113Oct 15, 2024Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated 11 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆111Apr 22, 2025Updated 10 months ago
- A library that integrates different MIL methods into a unified framework☆312Jan 26, 2026Updated last month
- The implementations for NeurIPS 2024 paper "Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Surviv…☆12Jun 11, 2025Updated 8 months ago
- A quick start for pathology AI research☆43Sep 28, 2024Updated last year
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆455Apr 29, 2024Updated last year
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆22Mar 6, 2025Updated 11 months ago
- ☆20Aug 3, 2025Updated 7 months ago
- Vision-Language Pathology Foundation Model - Nature Medicine☆471Mar 26, 2025Updated 11 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Nov 4, 2023Updated 2 years ago
- ☆56Apr 14, 2025Updated 10 months ago
- Solid Tumor Associative Modeling in Pathology☆111Feb 23, 2026Updated last week
- SI-MIL☆35Jan 3, 2025Updated last year
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆462May 3, 2024Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆237Mar 11, 2022Updated 3 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆34May 18, 2023Updated 2 years ago
- ☆13May 31, 2023Updated 2 years ago
- Repository for Mixture of Multimodal Experts☆47Aug 3, 2024Updated last year
- An easy-to-use PyTorch library for Pathology Image ANalysis Orchestrator (PIANO), including generating patches from whole slide images, u…☆39Aug 24, 2025Updated 6 months ago
- ☆350Mar 29, 2025Updated 11 months ago
- Open source tools for computational pathology - Nature BME☆1,611Apr 14, 2025Updated 10 months ago