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Isaac Castro-Mateos
Isaac Castro-Mateos
Deep learning researcher at Storystream
Verified email at humanlearning.com
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Cited by
Cited by
Year
A multi-center milestone study of clinical vertebral CT segmentation
J Yao, JE Burns, D Forsberg, A Seitel, A Rasoulian, P Abolmaesumi, ...
Computerized Medical Imaging and Graphics 49, 16-28, 2016
1332016
Statistical interspace models (SIMs): application to robust 3D spine segmentation
I Castro-Mateos, JM Pozo, M Pereañez, K Lekadir, A Lazary, AF Frangi
IEEE transactions on medical imaging 34 (8), 1663-1675, 2015
722015
Intervertebral disc classification by its degree of degeneration from T2-weighted magnetic resonance images
I Castro-Mateos, R Hua, JM Pozo, A Lazary, AF Frangi
European Spine Journal 25, 2721-2727, 2016
502016
On the relative relevance of subject-specific geometries and degeneration-specific mechanical properties for the study of cell death in human intervertebral disk models
A Malandrino, JM Pozo, I Castro-Mateos, AF Frangi, MM van Rijsbergen, ...
Frontiers in Bioengineering and biotechnology 3, 5, 2015
492015
Accurate segmentation of vertebral bodies and processes using statistical shape decomposition and conditional models
M Pereañez, K Lekadir, I Castro-Mateos, JM Pozo, Á Lazáry, AF Frangi
IEEE transactions on medical imaging 34 (8), 1627-1639, 2015
442015
Statistical shape and appearance models in osteoporosis
I Castro-Mateos, JM Pozo, TF Cootes, JM Wilkinson, R Eastell, AF Frangi
Current osteoporosis reports 12, 163-173, 2014
332014
2D segmentation of intervertebral discs and its degree of degeneration from T2-weighted magnetic resonance images
I Castro-Mateos, JM Pozo, A Lazary, AF Frangi
Medical imaging 2014: computer-aided diagnosis 9035, 310-320, 2014
302014
3D vertebra segmentation by feature selection active shape model
I Castro-Mateos, JM Pozo, A Lazary, A Frangi
Recent advances in computational methods and clinical applications for spine …, 2015
292015
3D segmentation of annulus fibrosus and nucleus pulposus from T2-weighted magnetic resonance images
I Castro-Mateos, JM Pozo, PE Eltes, L Del Rio, A Lazary, AF Frangi
Physics in Medicine & Biology 59 (24), 7847, 2014
252014
Mixture of probabilistic principal component analyzers for shapes from point sets
A Gooya, K Lekadir, I Castro-Mateos, JM Pozo, AF Frangi
IEEE transactions on pattern analysis and machine intelligence 40 (4), 891-904, 2017
92017
Automatic construction of patient-specific finite-element mesh of the spine from IVDs and vertebra segmentations
I Castro-Mateos, JM Pozo, A Lazary, AF Frangi
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and …, 2016
92016
3D reconstruction of intervertebral discs from T1-weighted magnetic resonance images
I Castro, L Humbert, T Whitmarsh, A Lazary, LMDR Barquero, AF Frangi
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1695-1698, 2012
72012
Detailed vertebral segmentation using part-based decomposition and conditional shape models
M Pereañez, K Lekadir, C Hoogendoorn, I Castro-Mateos, A Frangi
Recent Advances in Computational Methods and Clinical Applications for Spine …, 2015
52015
3D active shape models of human brain structures: application to patient-specific mesh generation
N Ravikumar, I Castro-Mateos, JM Pozo, AF Frangi, ZA Taylor
Medical Imaging 2015: Computer-Aided Diagnosis 9414, 587-600, 2015
22015
Statistical anatomical modelling for efficient and personalised spine biomechanical models
I Castro Mateos
University of Sheffield, 2016
2016
Leveraging Open Source for Geographically Dispersed Workflows
A Biancardi, J Arenas, E Coto, V Rammohan, J Pozo-Soler, I Castro, ...
The MIDAS Journal, 2014
2014
Peer reviewed paper
J Yao, JE Burns, D Forsberg, A Seitel, A Rasoulian, P Abolmaesumi, ...
SPECIAL ISSUE ON SPINE IMAGING, IMAGE-BASED MODELING, AND IMAGE GUIDED INTERVENTION
R Korez, B Ibragimov, B Likar, F Pernuš, T Vrtovec, I Castro-Mateos, ...
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Articles 1–18