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Guang's Projects

dagan icon dagan

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

dcgan icon dcgan

Deep Convolutional Generative Adversarial Networks - TensorFlow (EASY to READ)

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

fastmri icon fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

multimodalsupervoxel icon multimodalsupervoxel

The algorithm used in this code is the modification of the method Simple Linear Iterative Clustering (SLIC). Our method is optimized for medical images such as MRI, CT, etc. The contributions of our codes compared to conventional 2D and 3D superpixel are as follows: 1. Multi-modal input (works for single-modal, as well), 2. Taking the spatial resolution of the medical images into account, i.e. the voxel resolution in X and Y directions and the slice thickness.

sigpy icon sigpy

Python package for signal processing, with emphasis on iterative methods

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorlayer icon tensorlayer

TensorLayer: A Deep Learning and Reinforcement Learning Library for TensorFlow.

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