The PatchCamelyon (PCam) deep learning classification benchmark.
☆519Jan 31, 2024Updated 2 years ago
Alternatives and similar repositories for pcam
Users that are interested in pcam are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Roto-reflection equivariant CNNs for Keras as presented in B. S. Veeling, J. Linmans, J. Winkens, T. Cohen, M. Welling. "Rotation Equivar…☆87Dec 26, 2019Updated 6 years ago
- Program for the analysis and visualization of whole-slide images in digital pathology☆670Sep 12, 2023Updated 2 years ago
- Cancer metastasis detection with neural conditional random field (NCRF)☆758Oct 3, 2023Updated 2 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆45Oct 3, 2023Updated 2 years ago
- ☆347Nov 21, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourc…☆177Apr 1, 2022Updated 4 years ago
- DeepLearning - Camelyon16 dataset☆129Oct 7, 2018Updated 7 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆515Jun 7, 2024Updated last year
- An implementation of Unet for pytorch designed for digital pathology segmentation☆127Aug 23, 2022Updated 3 years ago
- Full package for applying deep learning to virtual slides.☆72Sep 7, 2018Updated 7 years ago
- Python scripts for automatic Whole-Slide Image preprocessing.☆36May 18, 2021Updated 4 years ago
- This is the MATLAB code for stain separation and color normalization in computational pathology (histopathological images)☆70Mar 12, 2016Updated 10 years ago
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆208Mar 7, 2019Updated 7 years ago
- Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images☆83Aug 26, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- H&E histopathological staining normalization☆111Jan 24, 2020Updated 6 years ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆350May 8, 2021Updated 4 years ago
- Open source tools for computational pathology - Nature BME☆1,648Apr 14, 2025Updated 11 months ago
- Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Hist…☆219Oct 23, 2019Updated 6 years ago
- Our solution for ICIAR 2018 Grand Challenge☆193Dec 16, 2020Updated 5 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆142Aug 5, 2021Updated 4 years ago
- CNN based segmentation codes☆48Jan 19, 2023Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆56Jun 20, 2023Updated 2 years ago
- A Python toolkit for pathology image analysis algorithms.☆470Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of Attention-based Deep Multiple Instance Learning in PyTorch☆994Jan 8, 2024Updated 2 years ago
- QuPath - Open-source bioimage analysis for research☆1,332Mar 31, 2026Updated last week
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆317Aug 1, 2025Updated 8 months ago
- The colorectal adenoma dataset with image-level labels for weakly supervised learning.☆29Oct 30, 2019Updated 6 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆131Jun 25, 2019Updated 6 years ago
- This is the source code for training and testing our three class CNN algorithm for generalized nuclei segmentation (IEEE TMI paper) using…☆54Jan 27, 2020Updated 6 years ago
- This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications☆13Aug 17, 2022Updated 3 years ago
- Python bindings to OpenSlide☆420Apr 1, 2026Updated last week
- ☆12Mar 8, 2018Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- cGAN-based Multi Organ Nuclei Segmentation☆196Jun 10, 2022Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Jan 22, 2021Updated 5 years ago
- Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings o…☆98Aug 17, 2021Updated 4 years ago
- ☆77Dec 16, 2024Updated last year
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆268Dec 23, 2023Updated 2 years ago
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆112Nov 8, 2025Updated 5 months ago
- Implementation of Camelyon'16 grand challenge☆183Feb 25, 2019Updated 7 years ago