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Roberto Souza's Projects

ai2-lab icon ai2-lab

Advanced Imaging and Artificial Intelligence Lab

carotid-cnn icon carotid-cnn

This repository contain the source code corresponding to a Convolutional Neural Network with time context for segmenting the carotid artery lumen on Dynamic MR images.

clinical-staging icon clinical-staging

Random forest code applied to neuroimaging + clinical fetaures to predict clinical staging of young individuals at risk for mental illness.

direct icon direct

Deep learning framework for image reconstruction

ensf619.2 icon ensf619.2

Code repository for the coruse ENSF 619.xx - Advanced Topics in Image Analysis and Machine Learning/

hybrid-cs-model-mri icon hybrid-cs-model-mri

Hybrid k-space/image domain, W-net, model for compressed sensing magnetic resonance reconstruction.

iamxt icon iamxt

This is an alpha version of the Max-tree toolbox.

ipt icon ipt

Image Processing Tools. Sample code and demos using diverse public image processing python libraries.

ml101 icon ml101

Machine learning with emphasis on Deep Learning hands-on class.

mrs-denoiser icon mrs-denoiser

Investigation of denoising magnetic resonance spectroscopy denoising using deep learning models.

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