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2018-05-30-krscourseinbiomedicalimageanalysisandvisualization

Kitware Course in Biomedical Image Analysis and Visualization: ITK

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

densesharp

3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas

estro38_premeeting

fusion_tools

Rigid and deformable registration tools for MATLAB, including plastimatch plugin

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras-resnet3d

Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.

low-dose-ct-with-a-residual-encoder-decoder-convolutional-neural-network

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

pylinac

A TG-142 toolkit for doing routine linear accelerator quality assurance

strainet

The work I have done for pelvic organ segmentation, implemented by pytorch.

ultrasound-nerve-segmentation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

unet-tensorflow-keras

A concise code for training and evaluating Unet using tensorflow+keras

voxelmorph

Unsupervised Learning for Image Registration

writing