birkhoffkiki / GPFM
The official implementation of GPFM
☆55Updated last week
Alternatives and similar repositories for GPFM:
Users that are interested in GPFM are comparing it to the libraries listed below
- ☆19Updated last month
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆61Updated 4 months ago
- ☆48Updated this week
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆91Updated last month
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆79Updated 3 weeks ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆107Updated 7 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆86Updated this week
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆32Updated 10 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆82Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆66Updated last month
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆56Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆68Updated 2 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆135Updated 5 months ago
- ☆65Updated 4 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 2 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆123Updated 2 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆56Updated last month
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆52Updated 2 months ago
- LongMIL for WSI analysis with extrapolation positional embedding☆12Updated 4 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 3 years ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆68Updated 2 months ago
- Standardized benchmark for computational pathology foundation models.☆66Updated this week
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆88Updated last month
- CVPR 2023 Highlight☆85Updated last year
- ☆51Updated last year
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆35Updated 11 months ago
- ☆31Updated last week
- Whole Slide Images papers in CVPR-2025☆21Updated last month