This is the course project for CMPUT 652: Machine Learning and Brain grad. course taught at UofAlberta in Fall 2021.
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Updated
Apr 22, 2022 - Jupyter Notebook
This is the course project for CMPUT 652: Machine Learning and Brain grad. course taught at UofAlberta in Fall 2021.
Research School in Clinical Psychiatry at Karolinska Institutet
Code for importing/preprocessing/analysing wavepain MRI and behavioural data. And plotting routines.
Python code for Neuromatch Academy's Summer 2021 Computational Neuroscience final project, exploring the correspondence between Alexnet layers and visual cortex hierarchy using fwRF encoding models and fMRI response prediction.
MATLAB toolbox for ISAAC analysis of resting-state fMRI data
Data Science project for the diagnosis of psychiatric disorders from neuroimaging data. This is our project for the Data Science competition of the faculty of computer and information science (FRI) from the university of Ljubljana (UL) that I'm one of the contributors.
“Plasma p-Tau181 and GFAP track 7T MR-based changes in Alzheimer’s disease”, Göschel L, 2023
A Python-based Analysis Tool for Molecular fMRI Experiments.
This is a Work In Progress (WIP) project. It is part of my undergraduate studies in Biomedical Engineering at Ostbayerische Technische Hochschule in Germany. This repository incorporates the code and results of my participation in the course Data Science Projects: Train you own Machine Learning Model.
This GitHub repository contains code and data for a assignment investigating the brain's auditory networks using functional Magnetic Resonance Imaging (fMRI).
fMRI Signal Prediction with STGNN
Automated processing of single echo (SE), multi-echo (ME) fMRI, ASLBOLD and VBM in SPM12.
Detergent for Multivariate Analysis Pipelines of Neuroimaging data in Python
A tool to facilitate efficient exploration of fMRI/omics data
This is a repository of MATLAB codes accompanying the paper "Non-linear functional co-activations: directed, dynamic, and delayed"
Knights et al. (2021). Does Hemispheric Asymmetry Reduction in Older Adults (HAROLD) in motor cortex reflect compensation? Journal of Neuroscience, (45), 9361-9373.
Repository for neurocaps, a Python package to perform Co-Activation Patterns (CAPs) analyses.
A docker image for deep learning in fMRI. GPU supported. Pytorch, Keras, Tensorflow, Nilearn, Pymc3
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