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Authors
Katherine Gray
19 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
- 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
- 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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