georg-wolflein / good-featuresLinks
Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"
☆18Updated last year
Alternatives and similar repositories for good-features
Users that are interested in good-features are comparing it to the libraries listed below
Sorting:
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆59Updated 6 months ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆54Updated 3 years ago
- ☆22Updated last year
- CoNIC Challenge☆68Updated last year
- Toolbox for measuring adversarial robustness to many transforms☆19Updated 4 months ago
- ☆36Updated 2 years ago
- Inference code for HoVer-NeXt☆39Updated 5 months ago
- ☆45Updated 3 years ago
- Python 3 library for the augmentation & normalization of H&E images☆58Updated 3 years ago
- ☆44Updated 3 years ago
- source code of Inter-MIL: self-interactive multi-instance learning☆14Updated 2 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆41Updated 2 years ago
- SI-MIL☆27Updated 8 months ago
- Histopathology Slides Preprocessing Pipeline☆42Updated 6 months ago
- ☆11Updated 3 years ago
- Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning☆11Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification — IEEE TMI 2024☆64Updated 6 months ago
- Hibou: Foundational Models for Pathology☆74Updated 10 months ago
- Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding☆30Updated last year
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Updated 2 years ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆32Updated 3 years ago
- GPU-accelerated stain normalization command line tool☆22Updated last year
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- machine-readable information for the TCGA dataset, mirrored from other sources☆20Updated 3 years ago
- Pipeline for computational pathology☆38Updated last year
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆27Updated last year
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 4 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated last year
- Evaluation code for the PanNuke dataset☆28Updated 4 years ago