Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS 2019.
☆71Feb 3, 2021Updated 5 years ago
Alternatives and similar repositories for HistoGAN
Users that are interested in HistoGAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer☆21May 14, 2024Updated 2 years ago
- Image filters for digital pathology: detect pen marks, background, and artifacts. Use them for preprocessing towards deep learning☆29Sep 30, 2020Updated 5 years ago
- CNN based segmentation codes☆48Jan 19, 2023Updated 3 years ago
- This repository contains adaptations of the state-of-the-art deep learning based object detection models for the detection of cell nuclei…☆26Dec 8, 2022Updated 3 years ago
- Pytorch code for the paper "Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertai…☆19Aug 28, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Stain normalization parameters used in the paper "F. Ciompi et al., The importance of stain normalization in colorectal tissue classifica…☆28May 15, 2019Updated 7 years ago
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆21Oct 3, 2023Updated 2 years ago
- deep neural network-based image translation/synthesis☆27Sep 24, 2021Updated 4 years ago
- Official Tensorflow Code for the paper "Overcomplete Deep Subspace Clustering Networks" - WACV 2021☆14Nov 23, 2020Updated 5 years ago
- In emotion classification task☆21Mar 29, 2018Updated 8 years ago
- Automatic 3D whole breast segmentation in breast MRI☆11Nov 28, 2019Updated 6 years ago
- Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis☆49Jun 6, 2023Updated 3 years ago
- Prostate cancer segmentation based on MRI and PET images☆14Feb 3, 2018Updated 8 years ago
- ☆10Nov 12, 2020Updated 5 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.
- Research in compressing convolutional layers of CNN using low-rank Tucker tensor decomposition☆12Nov 1, 2023Updated 2 years ago
- Image Registration and Computational Anatomy in PyTorch☆21May 18, 2021Updated 5 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆516Jun 7, 2024Updated 2 years ago
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆21Aug 8, 2019Updated 7 years ago
- Project page for paper Self-supervised Representation Learning with Relative Predictive Coding☆19Jul 8, 2021Updated 5 years ago
- Accepted by TMM 2021☆41Jun 30, 2022Updated 4 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆61Mar 5, 2022Updated 4 years ago
- An optimized pipeline for working with Whole Slide Image (WSI) data in Tensorflow☆14Apr 30, 2021Updated 5 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Mar 19, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is the official repo for "Multimodal Medical Image Synthesis using Semi-Supervised Sequential Generative Adversarial Networks"☆16Jun 23, 2019Updated 7 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Jun 22, 2020Updated 6 years ago
- ☆13Aug 6, 2020Updated 6 years ago
- unsupervised cell-level visual representation learning☆46Feb 20, 2019Updated 7 years ago
- ☆27Nov 22, 2022Updated 3 years ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Sep 20, 2019Updated 7 years ago
- adaptive color deconvolution for paper "Zheng et al., CMPB, 2019"☆34Dec 31, 2020Updated 5 years ago
- 3D deep convolutional neural network based segmentation and brain masking tool for multi-modal brain imaging☆19Oct 3, 2025Updated 11 months ago
- Whole Slide Digital Pathology Image Tissue Localization☆45Oct 3, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆132Jun 25, 2019Updated 7 years ago
- DuSFE: Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT (MedIA 2023, MICCAI 2022)☆19Apr 6, 2024Updated 2 years ago
- The Shape of Data: Intrinsic Distance for Comparing Data Distributions☆12Sep 25, 2019Updated 6 years ago
- Optical coherence tomography (OCT) is an optical imaging method. It can be considered analogous to ultrasound imaging with greater resolu…☆11Aug 29, 2019Updated 7 years ago
- Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).☆14Feb 13, 2023Updated 3 years ago
- ☆13May 11, 2024Updated 2 years ago
- Code for the paper 'Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation'☆17Jan 9, 2018Updated 8 years ago