Search Results for author: Olusola Ajilore

Found 5 papers, 1 papers with code

Functional2Structural: Cross-Modality Brain Networks Representation Learning

no code implementations6 May 2022 Haoteng Tang, Xiyao Fu, Lei Guo, Yalin Wang, Scott Mackin, Olusola Ajilore, Alex Leow, Paul Thompson, Heng Huang, Liang Zhan

Since brain networks derived from functional and structural MRI describe the brain topology from different perspectives, exploring a representation that combines these cross-modality brain networks is non-trivial.

Disease Prediction Graph Learning +2

TempoCave: Visualizing Dynamic Connectome Datasets to Support Cognitive Behavioral Therapy

1 code implementation18 Jun 2019 Ran Xu, Manu Mathew Thomas, Alex Leow, Olusola Ajilore, Angus G. Forbes

We introduce TempoCave, a novel visualization application for analyzing dynamic brain networks, or connectomes.

Human-Computer Interaction Neurons and Cognition

EEG Classification by factoring in Sensor Configuration

no code implementations22 May 2019 Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin, Alex D. Leow, Heide Klumpp, Olusola Ajilore, Fatos Yarman Vural

Performance of two classification models - model 1 that ignores the sensor layout and model 2 that factors it in - is investigated and found to achieve consistently higher detection accuracy.

Classification EEG +3

EEG Classification based on Image Configuration in Social Anxiety Disorder

no code implementations7 Dec 2018 Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman Vural

The problem of detecting the presence of Social Anxiety Disorder (SAD) using Electroencephalography (EEG) for classification has seen limited study and is addressed with a new approach that seeks to exploit the knowledge of EEG sensor spatial configuration.

Classification EEG +2

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