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Authors

Katherine Gray

21 publications for this author.

Book Chapter

Manifold forests for multi-modality classification of Alzheimer's disease
Katherine Gray, Paul Aljabar, R. A. Heckemann, A. Hammers, Daniel Rueckert, Antonio Criminisi, Jamie Shotton
Decision Forests for Computer Vision and Medical Image Analysis
Advances in Computer Vision and Pattern Recognition, Springer
2013

Journal Articles

Random forest-based similarity measures for multi-modal classi fication of Alzheimer's disease
Katherine Gray, Paul Aljabar, R. A. Heckemann, A. Hammers, Daniel Rueckert, The Alzheimer's Disease Neuroimaging Initiative (ADNI)
NeuroImage
Volume 65, pp.167–175
Elsevier
January, 2013
Multi-region analysis of longitudinal FDG-PET for the classification of Alzheimer's disease
Katherine Gray, Robin Wolz, R. A. Heckemann, Paul Aljabar, A. Hammers, Daniel Rueckert, The Alzheimer's Disease Neuroimaging Initiative (ADNI)
NeuroImage
Volume 60, Issue 1, pp.221–229
Elsevier
March, 2012
Automatic morphometry in Alzheimer's disease and mild cognitive impairment
R. A. Heckemann, Shiva Keihaninejad, Paul Aljabar, Katherine Gray, Casper Nielsen, Daniel Rueckert, JV Hajnal, A. Hammers, The Alzheimer's Disease Neuroimaging Initiative (ADNI)
NeuroImage
Volume 56, Issue 4, pp.2024–2037
Elsevier
June, 2011
Kinetic filtering of [18F]Fluorothymidine in positron emission tomography studies
Katherine Gray, K. B. Contractor, L. M. Kenny, A Al-Nahhas, S Shousha, J Stebbing, H. S. Wasan, R. C. Coombes, E. O. Aboagye, F. E. Turkheimer, L Rosso
Physics in Medicine and Biology
Volume 55, Issue 3, pp.695–709
IOP
January, 2010

Journal Special Issue Article

Biomarker discovery for sparse classification of brain images in Alzheimer's disease
Eva Janousova, Maria Vounou, Robin Wolz, Katherine Gray, Daniel Rueckert, Giovanni Montana, The Alzheimer's Disease Neuroimaging Initiative (ADNI)
Annals of the BMVA
Volume 2012, Issue 2, pp.1–11
BMVA
September, 2012

Conference and Workshop Papers

Automatic ventricular longitudinal LEAP is equivalent to semi-automatic VBSI on ADNI data in terms of group separation
Katherine Gray, Robin Wolz, Mark Austin, Daniel Rueckert, K McLeish, DLG Hill
Clinical Trials on Alzheimer's Disease (CTAD)
November, 2013
Label propagation using group agreement - DISPATCH
R. A. Heckemann, Christian Ledig, Paul Aljabar, Katherine Gray, Daniel Rueckert, JV Hajnal, A. Hammers
MICCAI 2012 Grand Challenge and Workshop on Multi-Atlas Labeling
October, 2012
Structural differences in cognitively normal elderly individuals with abnormal amyloid biomarkers: Detection using volumetric MRI in ADNI and AIBL
Katherine Gray, Robin Wolz, R. A. Heckemann, Daniel Rueckert, A. Hammers
Journal of Alzheimer's and Dementia: The Journal of the Alzheimer's Association
Volume 8, Issue 4, p.6
Elsevier
July, 2012
Random Forest-Based Manifold Learning for Classification of Imaging Data in Dementia
Katherine Gray, Paul Aljabar, R. A. Heckemann, A. Hammers, Daniel Rueckert
MLMI Workshop, MICCAI 2011
Volume 7009, pp.159–166
Lecture Notes in Computer Science, Springer
2011
Fast brain-wide search of highly discriminative regions in medical images: an application to Alzheimer's disease
Eva Janousova, Maria Vounou, Robin Wolz, Katherine Gray, Daniel Rueckert, Giovanni Montana
MIUA 2011
July, 2011
Regional Analysis of FDG-PET for the Classification of Alzheimer's Disease
Katherine Gray, Robin Wolz, Shiva Keihaninejad, R. A. Heckemann, Paul Aljabar, A. Hammers, Daniel Rueckert
MIUA 2011
July, 2011
A repository of MR morphometry data in Alzheimer's disease and mild cognitive impairment
R. A. Heckemann, Shiva Keihaninejad, Paul Aljabar, Katherine Gray, Casper Nielsen, Daniel Rueckert, JV Hajnal, A. Hammers
ISBI 2011
pp.875–878
IEEE
2011
Regional analysis of FDG-PET for use in the classification of Alzheimer's disease
Katherine Gray, Robin Wolz, Shiva Keihaninejad, R. A. Heckemann, Paul Aljabar, A. Hammers, Daniel Rueckert
ISBI 2011
pp.1082–1085
IEEE
2011
New method for segmentation of tumors from [18F]FLT-PET images using predefined kinetic classes
L Rosso, Katherine Gray, K. B. Contractor, L. M. Kenny, A Al-Nahhas, S Shousha, J Stebbing, H. S. Wasan, R. C. Coombes, E. O. Aboagye, F. E. Turkheimer
EANM 2009
October, 2009

PhD Thesis

Machine learning for image-based classification of Alzheimer's disease
Katherine Gray
Imperial College London
November, 2012

Posters

Usefulness of random forest classifier for predicting surgery outcome in epilepsy with hippocampal sclerosis from FDG and [11C]flumazenil PET
J Yankam Nijwa, Katherine Gray, F Mauguiere, P Ryvlin, A. Hammers
2013 Annual Meeting of the American Epilepsy Society
2013
Multi-region analysis of longitudinal FDG-PET enables accurate AD classification
Katherine Gray, R. A. Heckemann, A. Hammers, Daniel Rueckert
ICAD 2011
July, 2011
Visual presentation of regional volumetry data for diagnostic decision support in AD MR imaging
R. A. Heckemann, Shiva Keihaninejad, Katherine Gray, Daniel Rueckert, JV Hajnal, A. Hammers
ICAD 2011
2011
Classification of ADNI subjects based on longitudinal analysis of the hippocampal FDG-PET signal
Katherine Gray, Robin Wolz, R. A. Heckemann, A. Hammers, Daniel Rueckert
Alzheimer's & Dementia: The Journal of the Alzheimer's Association
Volume 6, Issue 4, pp.288–289
Elsevier
July, 2010

Master's Thesis

Kinetic-spatial filters for PET dynamic studies in oncology
Katherine Gray
Imperial College London
August, 2008

BibTeX file for these publications

 

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