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

Brown MR, Sidhu GS, Greiner R, Asgarian N, Bastani M, Silverstone PH, Greenshaw AJ, Dursun SM, "ADHD-200 Global Competition: diagnosing ADHD using personal characteristic data can outperform resting state fMRI measurements." Frontiers in systems neuroscience 6, (2012): 69
Brown MR, Lebel RM, Dolcos F, Wilman AH, Silverstone PH, Pazderka H, Fujiwara E, Wild TC, Carroll AM, Hodlevskyy O, Zedkova L, Zwaigenbaum L, Thompson AH, Greenshaw AJ, Dursun SM, "Effects of emotional context on impulse control." NeuroImage 63,1 (2012 Oct 15): 434-46
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