davidtellez / neural-image-compression
Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis
☆50Updated last year
Alternatives and similar repositories for neural-image-compression:
Users that are interested in neural-image-compression are comparing it to the libraries listed below
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆78Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- ☆30Updated 5 years ago
- WSICS☆30Updated 5 years ago
- Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).☆13Updated 2 years ago
- Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay☆70Updated 2 months ago
- Interactive Segmentation of Nucleus☆61Updated 2 years ago
- ☆44Updated 2 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆88Updated 5 years ago
- This repository contains the code necessary in order to reproduce the work contained in the submitted paper: "Segmentation of Nuclei in H…☆53Updated 5 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆52Updated last year
- Histopathology Image Analysis☆93Updated last year
- Whole Slide Digital Pathology Image Tissue Localization☆44Updated last year
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆83Updated last year
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- ☆12Updated 4 years ago
- Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation☆25Updated 4 years ago
- ☆65Updated 4 years ago
- The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.☆30Updated 2 years ago
- Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings o…☆97Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Framework for registration of sequential digitized histology slices☆28Updated 3 years ago
- ☆37Updated 3 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆131Updated 3 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆100Updated last year
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆28Updated 2 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 3 years ago
- This repository provides scripts to reproduce the results in the paper "An annotation-free whole-slide training approach to pathological …☆62Updated 3 years ago
- CNN based segmentation codes☆47Updated 2 years ago