SURF-ML / 2D-VQ-AE-2Links
2D Vector-Quantized Auto-Encoder for compression of Whole-Slide Images in Histopathology
☆16Updated last year
Alternatives and similar repositories for 2D-VQ-AE-2
Users that are interested in 2D-VQ-AE-2 are comparing it to the libraries listed below
Sorting:
- Exploration of the latent space of generative models on Lung-CT scans☆16Updated 2 years ago
- Gifsplanation - Explaining neural networks with gifs!☆27Updated last year
- Benchmarking toolkit for patch-based histopathology image classification.☆41Updated 2 years ago
- A deep-learning pipeline for segmentation of ambiguous microscopic images.☆63Updated 4 months ago
- COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations☆158Updated 3 years ago
- A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)☆149Updated last week
- Dense Steerable Filter CNN☆77Updated 2 years ago
- A repository to house some personal attempts to beat some state-of-the-art for medical datasets☆99Updated last year
- This is a PyTorch implementation of the paper: "Processing Megapixel Images with Deep Attention-Sampling Models".☆41Updated last year
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆57Updated 3 years ago
- Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis☆50Updated 2 years ago
- Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training …☆18Updated 3 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆108Updated 2 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Updated 2 years ago
- GAN-based method to create counterfactual explanations for chest X-rays☆25Updated 3 years ago
- Material for the 2020 MONAI Bootcamp☆64Updated 4 years ago
- A generalizable application framework for segmentation, regression, and classification using PyTorch☆186Updated last month
- Accepted in MIDL 2020☆32Updated 4 years ago
- Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition☆21Updated 2 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 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
- Differences between human and machine perception in medical diagnosis☆33Updated 3 years ago
- ☆204Updated 2 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆90Updated 2 years ago
- Python 3 library for the augmentation & normalization of H&E images☆59Updated 3 years ago
- ☆97Updated 7 months ago
- DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep …☆38Updated 4 years ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆140Updated 3 years ago
- Predict the status of a genetic biomarker important for brain cancer treatment☆39Updated 2 months ago
- Pan-cancer tils analysis study by Hongming Xu☆14Updated 4 years ago