jakubmonhart / mil_pytorchLinks
Multiple instance learning model implemented in pytorch
☆40Updated 3 years ago
Alternatives and similar repositories for mil_pytorch
Users that are interested in mil_pytorch are comparing it to the libraries listed below
Sorting:
- Attention-based Deep MIL implementation and application☆157Updated 4 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆60Updated 3 years ago
- ☆28Updated 4 years ago
- Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings o…☆98Updated 4 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆91Updated 2 years ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆143Updated 3 years ago
- Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"☆45Updated 4 years ago
- Pretrained model for self supervised histopathology☆121Updated 3 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆109Updated 2 years ago
- ☆71Updated 4 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆78Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆70Updated 3 years ago
- Large-Scale Canine Cutaneous Mast Cell Tumor Dataset for Mitotic Figure Assessment on Whole Slide Images☆30Updated 7 months ago
- cell graph convolutional network☆69Updated 5 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆79Updated 5 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Updated 5 years ago
- This repository includes the codes and descriptions to create a fully annotated dataset of nuclei from cryosectioned histological samples…☆43Updated 2 years ago
- Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Imag…☆51Updated 7 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Updated 4 years ago
- 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
- Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset☆66Updated 2 months ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Updated 3 years ago
- ☆30Updated 6 years ago
- A graph-transformer for whole slide image classification☆178Updated last year
- ☆69Updated 4 years ago
- Implementation of PyTorch-based multi-task pre-trained models☆33Updated 5 years ago
- Some stain normalization code☆94Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆55Updated 3 years ago