KatherLab / HIA
Histopathology Image Analysis
☆91Updated last year
Related projects ⓘ
Alternatives and complementary repositories for HIA
- ☆43Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆127Updated 6 months ago
- ☆49Updated 2 years ago
- ☆36Updated last year
- Solid Tumor Associative Modeling in Pathology☆47Updated 2 months ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆49Updated last year
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated 2 years ago
- Histopathology Slides Preprocessing Pipeline☆32Updated 2 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆65Updated 9 months ago
- List of pathology feature extractors and foundation models☆61Updated last week
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆93Updated this week
- Artificial Intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology images☆20Updated 4 months ago
- Pipeline for computational pathology☆34Updated 10 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆95Updated 2 months ago
- ☆53Updated 2 months ago
- Re-stained whole slide image alignment☆31Updated last year
- First commit☆58Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆28Updated 2 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆26Updated 3 years ago
- Tools to build deep learning pipelines.☆88Updated last week
- ☆40Updated 2 years ago
- DeeperHistReg - Source Code☆34Updated 6 months ago
- ☆70Updated 3 years ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆27Updated 6 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆127Updated 3 years ago
- Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Qu…☆49Updated 2 weeks ago
- Code from Foersch et al. (Under Construction / Development)☆35Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 3 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆63Updated 2 years ago