rmsouza01
Assistant Professor at Electrical and Software Engineering at the University of Calgary.
University of CalgaryCalgary, AB, Canada
Pinned Repositories
AI2-Lab
Advanced Imaging and Artificial Intelligence Lab
CD-Deep-Cascade-MR-Reconstruction
This repository seeks to investigate the usage of Cascades of Convolutional Neural Networks for Magnetic Resonance Image reconstruction.
deep-learning
Deep learning.
dl-sex-differences-mri
Hybrid-CS-Model-MRI
Hybrid k-space/image domain, W-net, model for compressed sensing magnetic resonance reconstruction.
iamxt
This is an alpha version of the Max-tree toolbox.
JPEG-reconstruction
Improve JPEG reconstruction using deep learning.
MC-MRI-Rec
ML101
Machine learning with emphasis on Deep Learning hands-on class.
siamxt
Simple iamxt toolbox
rmsouza01's Repositories
rmsouza01/deep-learning
Deep learning.
rmsouza01/Hybrid-CS-Model-MRI
Hybrid k-space/image domain, W-net, model for compressed sensing magnetic resonance reconstruction.
rmsouza01/MC-MRI-Rec
rmsouza01/CD-Deep-Cascade-MR-Reconstruction
This repository seeks to investigate the usage of Cascades of Convolutional Neural Networks for Magnetic Resonance Image reconstruction.
rmsouza01/siamxt
Simple iamxt toolbox
rmsouza01/ML101
Machine learning with emphasis on Deep Learning hands-on class.
rmsouza01/JPEG-reconstruction
Improve JPEG reconstruction using deep learning.
rmsouza01/iamxt
This is an alpha version of the Max-tree toolbox.
rmsouza01/ENSF619.2
Code repository for the coruse ENSF 619.xx - Advanced Topics in Image Analysis and Machine Learning/
rmsouza01/ENEL645-F2024
Repository for ENEL 645 - Data Mining and Machine Learning.
rmsouza01/AI2-Lab
Advanced Imaging and Artificial Intelligence Lab
rmsouza01/Edited-MRS-challenge
Edited Magnetic Resonance Spectroscopy (MRS) reconstruction challenge.
rmsouza01/dl-sex-differences-mri
rmsouza01/CARDIS
rmsouza01/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.
rmsouza01/clinical-staging
Random forest code applied to neuroimaging + clinical fetaures to predict clinical staging of young individuals at risk for mental illness.
rmsouza01/direct
Deep learning framework for image reconstruction
rmsouza01/ENDG233-F22
Repository for ENDG233 assignments and solutions.
rmsouza01/iaws
rmsouza01/IPT
Image Processing Tools. Sample code and demos using diverse public image processing python libraries.
rmsouza01/ML-course
rmsouza01/MRS-denoiser
Investigation of denoising magnetic resonance spectroscopy denoising using deep learning models.
rmsouza01/Python-101
Python 3 course.
rmsouza01/TESTE