drivendataorg / tissuenet-cervical-biopsiesLinks
Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition
☆21Updated 2 years ago
Alternatives and similar repositories for tissuenet-cervical-biopsies
Users that are interested in tissuenet-cervical-biopsies are comparing it to the libraries listed below
Sorting:
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆60Updated 3 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆78Updated 2 years ago
- ☆21Updated last year
- ☆26Updated 3 years ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Updated last year
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆34Updated 2 years ago
- Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'☆10Updated 4 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆43Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding☆30Updated last year
- Preprocessing module for large histological images☆21Updated 2 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆21Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- Constructed attention-based deep multiple instance learning model using PyTorch and trained on 624 whole slide images of digitized H&E-st…☆21Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆91Updated 2 years ago
- Implementation of Deep Multiple Instance Learning algorithms in pytorch.☆12Updated last year
- 🚀 H2G-Net: Segmentation of breast cancer region from whole slide images☆28Updated 5 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- ☆19Updated 4 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆15Updated 2 years ago
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆35Updated 3 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆55Updated 3 years ago
- ☆36Updated 2 years ago
- EfficientNets in 3D variant for keras and TF.keras☆54Updated 3 years ago
- Machine learning methods for spatially resolved transcriptomics with histology images: a collection of related resources.☆10Updated 3 years ago
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆17Updated last year
- List of academic institutes/companies working on computer-based digital pathology image analysis☆45Updated 4 months ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆26Updated 4 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆108Updated 2 years ago
- Generation of synthetic artefacts / digital pathology☆15Updated 4 years ago