About

Name

Matthew Brown

University

University of Alberta

Website

psychiatry.med.ualberta.ca/en/Research/Research%20Groups/Computational%20Psychiatry.aspx

Email

[email protected]

Research Keywords

machine learning, MRI, fMRI, prediction, treatment response

Additional Information

Lab Methodologies
  • MRI
  • fMRI
  • brain imaging
  • machine learning
  • support vector machine
  • deep learning
  • prediction
Apparatus
  • MRI scanner

 

Biographical Information

Computational psychiatry, using machine learning to predict patient diagnosis and patient response to treatment

Roles and Connections

Primary Role

Faculty

Most Cited Publications

Chenji S, Jha S, Lee D, Brown M, Seres P, Mah D, Kalra S, "Investigating Default Mode and Sensorimotor Network Connectivity in Amyotrophic Lateral Sclerosis." PloS one 11,6 (2016): e0157443
Sen B, Borle NC, Greiner R, Brown MRG, "A general prediction model for the detection of ADHD and Autism using structural and functional MRI." PloS one 13,4 (2018): e0194856
Agyapong VIO, Hrabok M, Juhas M, Omeje J, Denga E, Nwaka B, Akinjise I, Corbett SE, Moosavi S, Brown M, Chue P, Greenshaw AJ, Li XM, "Prevalence Rates and Predictors of Generalized Anxiety Disorder Symptoms in Residents of Fort McMurray Six Months After a Wildfire." Frontiers in psychiatry 9, (2018): 345