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By Andjela Dimitrijevic
July 29, 2022
My project consists of exploring the predictive normative modelling (PCN) toolkit via their numerous tutorials. It contains a markdown file for future new users of this package. It also includes steps on how to format your own data to use this toolkit. Finally, some cloud computing user guides will be touched upon.
By Laurence Grenier
September 3, 2021
The goal of this project is to make a classification of the needs and desires states from studies fMRI data
By Catherine Landry
August 27, 2021
Can functional connectivity predict sensory deprivation? This project 1. explores neuroimaging data organization and preprocessing using open science tools and 2. uses a predictive model to classify whether a participant is hearing or not. For better visualization, the most contributing coefficients in the classifier are displayed on the brain.
By Marie-Eve Picard
What can our brain tells us about our facial expression in response to painful stimulus ? This projects aims to compare different regression algorithms to see if it is possible to predict facial expression of pain from fMRI data in healthy adults.
By Eddy Fortier, & Lili El Khalil
August 25, 2021
In a longitudinal study, the amount of data and figures to manage and create quickly becomes too massive to be manually handled. The goal of this project is to create tools to take an auditory test database and automatically format it into a BIDS compatible dataset and generate interactive graphs.
By Maëlle Freteault
August 7, 2020
This project has for goal to explore, understand and learn how to create comprehensive visualizations of the features learned by a convolution neural network, whether the model is specialized in auditory or visual input.
By Zeeshan Haqqee
June 13, 2020
I have calcium imaging data in mice while they performed behavioural learning tasks in a touchscreen chamber. I want to figure a way to consolidate the neural data (activity of ~100 individual cells over time (~30,000 x ~30ms time bins)) with behavioural data (time-stamped actions and decisions made by the animal during their behavioural task)
By Danielle Benesch, & Achraf Kabbabi
June 12, 2020
Can we automatically detect changes in emotions given a user's biosignals? In this project, we used multimodal biosignal data to predict the target emotion of audiovisual stimuli.
By Elise Douard
Can a model predict the genetic profile of an individual based on brain regions volumes? There is growing evidence suggesting that genetic variations formally associated to neurodevelopmental disorders have significant effects on brain structures. In this project, the performance of three classifiers will be compared when predicting the genetic status of individuals from brain region volumes in a highly imbalanced dataset (UK BioBank cohort).
By Tajwar Sultana
Does functional connectivity between brain regions differ in male and female? If yes then fMRI data can be used to distinguish sex on the basis of the difference in functional connectivity. I applied supervised Machine Learning algorithms on the fMRI data to classify sex.
This is the project gallery from 2020-21. Find out how to create your project page using the example template.. All project repositories are part of the BHS2022 github organization.
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33 participants have uploaded their projects.
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