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deepslide
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.HistoGAN
Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS 2019.3dMRISegmentation
Code for NeuroImage: Clinical paper "Automatic post-stroke lesion segmentation on MR images using 3D residual convolutional neural network."medical-image-preprocessing
Functions for pre-processing large imagesWSI-PLP
DPool; Previously POPPSlide: Patient Outcome Prediction Pipeline using Whole Slide Imagestitan-rtx-benchmark
Slide2Graph
Graph Convolutional Networks for Whole-Slide Analysis in PyTorchDifficultyTranslation
Code for "Difficulty Translation in Histopathology Images" full paper at Artificial Intelligence in Medicine (AIME) 2020.Love Open Source and this site? Check out how you can help us