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Context Aware Medical Image Super-Resolution Using Convolutional Neural Networks

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C-SRCNN

Context Aware Medical Image Super-Resolution Using Convolutional Neural Networks

Matthew Dong and Pratham Soni

Overview

An overview can be found in the abstract.

Technical Details

Technical details can be found in the paper.

Data

A selection of data can be found in the data book

Implementation

Take care to set the correct hyperparameters and training/testing/tensorboard directories in main.py

Training: Use command python main.py.

Testing: Use command python main.py --is_train false.

Missing checkpoint directories will be automatically created with appropriate sub folders based on hyper parameters.

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