zhanglab2021 / CPIA_Dataset
☆15Updated last year
Alternatives and similar repositories for CPIA_Dataset
Users that are interested in CPIA_Dataset are comparing it to the libraries listed below
Sorting:
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 3 months ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆19Updated 3 months ago
- CVPR 2023 Highlight☆87Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆84Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆80Updated last month
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆84Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆72Updated 3 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- ☆38Updated 3 years ago
- ☆26Updated 3 months ago
- ☆156Updated last year
- The official implementation of GPFM☆57Updated last month
- ☆35Updated 2 years ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆35Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆90Updated 2 weeks ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆136Updated 5 months ago
- ☆65Updated 4 months ago
- ☆63Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆58Updated 5 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- ☆20Updated last month
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆33Updated 10 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 2 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆64Updated 4 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆28Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- Whole Slide Images papers in CVPR-2025☆24Updated 2 months ago