mahmoodlab / HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
☆556Updated last year
Alternatives and similar repositories for HIPT:
Users that are interested in HIPT are comparing it to the libraries listed below
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆416Updated 11 months ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆396Updated 11 months ago
- Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PL…☆320Updated last year
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification☆284Updated 3 weeks ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆139Updated 2 years ago
- Pathology Foundation Model - Nature Medicine☆452Updated last month
- Computational Pathology Toolbox developed by TIA Centre, University of Warwick.☆418Updated this week
- Vision-Language Pathology Foundation Model - Nature Medicine☆348Updated last month
- Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.☆590Updated last year
- ☆308Updated 3 weeks ago
- Open source tools for computational pathology - Nature BME☆1,293Updated 2 weeks ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆152Updated last year
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆491Updated last month
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆252Updated last year
- Stain normalization tools for histological analysis and computational pathology☆138Updated 3 months ago
- Toolkit for large-scale whole-slide image processing.☆185Updated this week
- Pretrained model for self supervised histopathology☆111Updated 2 years ago
- Ressources of histopathology datasets☆374Updated last month
- List of pathology feature extractors and foundation models☆118Updated 2 months ago
- Multimodal Whole Slide Foundation Model for Pathology☆202Updated last month
- HistoQC is an open-source quality control tool for digital pathology slides☆289Updated 4 months ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆331Updated 3 years ago
- Encoder-Decoder Cell and Nuclei segmentation models☆90Updated this week
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆86Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆146Updated 11 months ago
- Python Whole Slide Image Preprocessing☆286Updated 2 years ago
- Powerful, open-source AI tools for digital pathology.☆299Updated this week
- ☆154Updated last year
- [NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.☆158Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆133Updated 3 years ago