MATLAB example using deep learning to classify chronological age from brain MRI images
The repository contains the source code and the report for the brain MRI tissue segmentation challenge that was held as a final project of the course of Medical image segmentation (MISA) in University of Girona.
U-Net from Scratch for Brain Tumor Segmentation
Paper under review on "Multimedia Tools and Applications" journal.
This research project intent is to review and demonstrate a comparability among recent auto-encoder methods by utilizing single architecture and resolution. Each method will be ranked based on selective performance measure in modeling healthy brain and the sensitivity towards domain shift.
Dedicated to an extensive research project dedicated to the 3D Segmentation of Brain Tumors.
Brain tumor detection model using a convolutional neural network in Tensorflow & Keras
Reproducing Brain Aging paper using the PyTorch libarary.
Style Transfer Using Generative Adversarial Networks for Brain MRI Enhancement
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