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

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
Robinson PC, Costello ME, Leo P, Bradbury LA, Hollis K, Cortes A, Lee S, Joo KB, Shim SC, Weisman M, Ward M, Zhou X, Garchon HJ, Chiocchia G, Nossent J, Lie BA, Førre Ø, Tuomilehto J, Laiho K, Jiang L, Liu Y, Wu X, Elewaut D, Burgos-Vargas R, Gensler LS, Stebbings S, Haroon N, Mulero J, Fernandez-Sueiro JL, Gonzalez-Gay MA, Lopez-Larrea C, Bowness P, Gafney K, Gaston JS, Gladman DD, Rahman P, Maksymowych WP, Xu H, van der Horst-Bruinsma IE, Chou CT, Valle-Oñate R, Romero-Sánchez MC, Hansen IM, Pimentel-Santos FM, Inman RD, Martin J, Breban M, Evans D, Reveille JD, Kim TH, Wordsworth BP, Brown MA, "ERAP2 is associated with ankylosing spondylitis in HLA-B27-positive and HLA-B27-negative patients." Annals of the rheumatic diseases 74,8 (2015 Aug): 1627-9
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