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Machine Learning and Neuroimaging Lab website

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MLNL :: home | mlnl.cs.ucl.ac.uk Reviews

https://mlnl.cs.ucl.ac.uk

Machine Learning and Neuroimaging Lab website

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1

MLNL :: PRoNTo

http://www.mlnl.cs.ucl.ac.uk/pronto

Pattern Recognition for Neuroimaging Toolbox (PRoNTo). UCL Home ». Pattern Recognition for Neuroimaging Toolbox (PRoNTo). PRoNTo (Pattern Recognition for Neuroimaging Toolbox). Brain scans are treated as spatial patterns and statistical learning models are used to identify statistical properties of the data that can be used to discriminate between experimental conditions or groups of subjects (classification models) or to predict a continuous measure (regression models). Framework and The Wellcome Trust.

2

MLNL :: publications

http://www.mlnl.cs.ucl.ac.uk/publications.html

Machine Learning and Neuroimaging Lab. UCL Home ». Monteiro JM, Rao A, Shawe-Taylor J, Mourao-Miranda J. Alzheimer's Disease Initiative. A multiple hold-out framework for Sparse Partial Least Squares. J Neurosci Methods., 2016, S0165-0270(16)30132-7. Nieuwenhuis M, Schnack HG, van Haren NE, Lappin J, Morgan C, Reinders AA, Gutierrez-Tordesillas D, Roiz-Santiaez R, Schaufelberger MS, Rosa PG, Zanetti MV, Busatto GF, Crespo-Facorro B, McGorry PD, Velakoulis D, Pantelis C, Wood SJ, Kahn RS, Mourao-Miranda J.

3

MLNL :: home

http://www.mlnl.cs.ucl.ac.uk/index.html

Machine Learning and Neuroimaging Lab. UCL Home ». Machine Learning and Neuroimaging Lab. To the website of Machine Learning and Neuroimaging Lab. Home of PRoNTo. The aim of our lab is to develop mathematical models and tools for the application of novel machine learning techniques to the analysis of brain imaging data. We focus on the diagnosis and prognosis of psychiatric disorders and on understanding affective processing in normal and patients groups. London PRoNTo course coming soon (May 2016)!

4

PRNI 2012 - International Workshop on Pattern Recognition in NeuroImaging 2012

http://www.mlnl.cs.ucl.ac.uk/prni2012

International Workshop on Pattern Recognition in NeuroImaging. UCL Home ». Pattern Recognition in NeuroImaging (PRNI 2012). JULY 2-4, UCL, London, UK. It is the intention of the 2nd International Workshop on Pattern Recognition in NeuroImaging. July 2-4, 2012, to continue facilitating exchange of ideas between scientific communities, with a particular interest in the link between mass-univariate, post-hoc modelling and multivariate predictive models. 44 (0)20 7679 2000. 169; UCL 1999–2011.

5

MLNL :: PRoNTo

http://www.mlnl.cs.ucl.ac.uk/pronto/prtsoftware.html

Pattern Recognition for Neuroimaging Toolbox (PRoNTo). UCL Home ». Is freely available software and aims to facilitate the interaction between the neuroimaging and machine learning communities. The toolbox is based on pattern recognition techniques for the analysis of neuroimaging data. PRoNTo supports the analysis of all image modalities as long as they are NIfTI. PRoNTo works on Windows, Mac OS and Linux but requires the following software:. SPM8, SPM12b or SPM12. SPM software represents the implementa...

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MLNL :: home

Machine Learning and Neuroimaging Lab. UCL Home ». Machine Learning and Neuroimaging Lab. To the website of Machine Learning and Neuroimaging Lab. Home of PRoNTo. The aim of our lab is to develop mathematical models and tools for the application of novel machine learning techniques to the analysis of brain imaging data. We focus on the diagnosis and prognosis of psychiatric disorders and on understanding affective processing in normal and patients groups. For more information, please click here.

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