Publications by authors named "John Winn"

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Pathway-based factor analysis of gene expression data produces highly heritable phenotypes that associate with age.
Andrew Anand Brown, Zhihao Ding, Ana Viñuela, Dan Glass, Leopold Parts, John Winn

G3 (Bethesda)· March 2015

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A probabilistic model of biological ageing of the lungs for analysing the effects of smoking, asthma and COPD.
Silvia Chiappa, John Winn, Ana Viñuela, Hannah Tipney, Timothy David Spector

Respir Res· May 2013

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In memoriam: Mark Everingham.
Andrew Zisserman, John Winn, Andrew Fitzgibbon, Luc Van Gool, Josef Sivic

IEEE Trans Pattern Anal Mach Intell· November 2012

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Extent, causes, and consequences of small RNA expression variation in human adipose tissue.
Leopold Parts, Åsa K Hedman, Sarah Keildson, Andrew J Knights, Cei Abreu-Goodger, John Winn

PLoS Genet· September 2012

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ShapePheno: unsupervised extraction of shape phenotypes from biological image collections.
Theofanis Karaletsos, Oliver Stegle, Christine Dreyer, John Winn, Karsten M Borgwardt

Bioinformatics· April 2012

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Using probabilistic estimation of expression residuals (PEER) to obtain increased power and interpretability of gene expression analyses.
Oliver Stegle, Leopold Parts, Matias Piipari, John Winn, Richard Durbin

Nat Protoc· February 2012

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Entangled decision forests and their application for semantic segmentation of CT images.
Albert Montillo, Jamie Shotton, John Winn, Juan Eugenio Iglesias, Dimitri Metaxas

Inf Process Med Imaging· August 2011

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Learning a generative model of images by factoring appearance and shape.
Nicolas Le Roux, Nicolas Heess, Jamie Shotton, John Winn

Neural Comput· March 2011

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Bilayer segmentation of webcam videos using tree-based classifiers.
Pei Yin, Antonio Criminisi, John Winn, Irfan Essa

IEEE Trans Pattern Anal Mach Intell· January 2011

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Joint genetic analysis of gene expression data with inferred cellular phenotypes.
Leopold Parts, Oliver Stegle, John Winn, Richard Durbin

PLoS Genet· January 2011

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Beyond atopy: multiple patterns of sensitization in relation to asthma in a birth cohort study.
Angela Simpson, Vincent Y F Tan, John Winn, Markus Svensén, Christopher M Bishop

Am J Respir Crit Care Med· June 2010

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A Bayesian framework to account for complex non-genetic factors in gene expression levels greatly increases power in eQTL studies.
Oliver Stegle, Leopold Parts, Richard Durbin, John Winn

PLoS Comput Biol· May 2010

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Epitomic location recognition.
Kai Ni, Anitha Kannan, Antonio Criminisi, John Winn

IEEE Trans Pattern Anal Mach Intell· December 2009

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Bayesian association of haplotypes and non-genetic factors to regulatory and phenotypic variation in human populations.
Jim C Huang, Anitha Kannan, John Winn

Bioinformatics· July 2007

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Facing up to the ARC challenge.
Hugh Hoagland, Bruce Sannar, Kent Givens, John Winn, Luciana Galo

Occup Health Saf· May 2003

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