WonderLandxD / PIANOLinks
An easy-to-use PyTorch library for Pathology Image ANalysis Orchestrator (PIANO), including generating patches from whole slide images, using pathology foundation models to create features, and so on.
☆36Updated 3 months ago
Alternatives and similar repositories for PIANO
Users that are interested in PIANO are comparing it to the libraries listed below
Sorting:
- Python library for processing whole slide images (WSIs) in sdpc format☆62Updated 10 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆145Updated 9 months ago
- ☆57Updated 2 years ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆106Updated 9 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆155Updated last year
- ☆26Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆84Updated 9 months ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆32Updated 7 months ago
- ☆167Updated 2 years ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆120Updated 4 months ago
- Standardized benchmark for computational pathology foundation models.☆119Updated last month
- Whole Slide Images papers in CVPR-2025☆46Updated 9 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆63Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆123Updated 7 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆102Updated this week
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆75Updated 6 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- ☆341Updated 8 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- The official implementation of GPFM☆103Updated 3 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆88Updated last year
- ☆55Updated 8 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆133Updated 3 months ago
- Multimodal Whole Slide Foundation Model for Pathology☆297Updated last week
- ☆101Updated 2 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆113Updated last year
- CVPR 2023 Highlight☆96Updated last year
- A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular state revelation of gliom…☆37Updated last year