Guang's repositories

cardiac_DTI_colormaps

Standardise colormaps tailored for cardiac diffusion tensor imaging

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DAGAN

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

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dcgan

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

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dcgan-completion.tensorflow

Image Completion with Deep Learning in TensorFlow

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DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

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Deep-MRI-Reconstruction

Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

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fastMRI

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

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Medical-image-processing-

处理各种格式医疗图像的代码

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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.

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pytorch_tutorial

PyTorch 1.0 Tutorial

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sigpy

Python package for signal processing, with emphasis on iterative methods

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tensorflow

Computation using data flow graphs for scalable machine learning

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tensorlayer

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

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u-net-brain-tumor

U-Net Brain Tumor Segmentation

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