Maria A. Zuluaga
Maria A. Zuluaga
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Interactive medical image segmentation using deep learning with image-specific fine tuning
G Wang, W Li, MA Zuluaga, R Pratt, PA Patel, M Aertsen, T Doel, ...
IEEE transactions on medical imaging 37 (7), 1562-1573, 2018
Usad: Unsupervised anomaly detection on multivariate time series
J Audibert, P Michiardi, F Guyard, S Marti, MA Zuluaga
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
DeepIGeoS: a deep interactive geodesic framework for medical image segmentation
G Wang, MA Zuluaga, W Li, R Pratt, PA Patel, M Aertsen, T Doel, ...
IEEE transactions on pattern analysis and machine intelligence 41 (7), 1559-1572, 2018
Right ventricle segmentation from cardiac MRI: a collation study
C Petitjean, MA Zuluaga, W Bai, JN Dacher, D Grosgeorge, J Caudron, ...
Medical image analysis 19 (1), 187-202, 2015
Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets
C Tobon-Gomez, AJ Geers, J Peters, J Weese, K Pinto, R Karim, ...
IEEE Transactions on Medical Imaging 34 (7), 1460 - 1473, 2015
Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian–Eulerian PDE approach using partial volume maps
O Acosta, P Bourgeat, MA Zuluaga, J Fripp, O Salvado, S Ourselin, ...
Medical image analysis 13 (5), 730-743, 2009
Multi-atlas propagation whole heart segmentation from MRI and CTA using a local normalised correlation coefficient criterion
MA Zuluaga, MJ Cardoso, M Modat, S Ourselin
International Conference on Functional Imaging and Modeling of the Heart …, 2013
Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading
K Hameeteman, MA Zuluaga, M Freiman, L Joskowicz, O Cuisenaire, ...
Medical image analysis 15 (4), 477-488, 2011
Detecting clinically meaningful shape clusters in medical image data: metrics analysis for hierarchical clustering applied to healthy and pathological aortic arches
JL Bruse, MA Zuluaga, A Khushnood, K McLeod, HN Ntsinjana, TY Hsia, ...
IEEE Transactions on Biomedical Engineering 64 (10), 2373-2383, 2017
Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views
G Wang, MA Zuluaga, R Pratt, M Aertsen, T Doel, M Klusmann, AL David, ...
Medical image analysis 34, 137-147, 2016
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part I
AL Martel, P Abolmaesumi, D Stoyanov, D Mateus, MA Zuluaga, SK Zhou, ...
Springer Nature, 2020
Automated multiple trajectory planning algorithm for the placement of stereo-electroencephalography (SEEG) electrodes in epilepsy treatment
R Sparks, G Zombori, R Rodionov, M Nowell, SB Vos, MA Zuluaga, ...
International journal of computer assisted radiology and surgery 12, 123-136, 2017
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
J Audibert, P Michiardi, F Guyard, S Marti, MA Zuluaga
Pattern Recognition 132, 108945, 2022
Automatic detection of abnormal vascular cross-sections based on density level detection and support vector machines
MA Zuluaga, IE Magnin, M Hernández Hoyos, EJF Delgado Leyton, ...
International journal of computer assisted radiology and surgery 6, 163-174, 2011
Micro-CT and histological investigation of the spatial pattern of feto-placental vascular density
R Aughwane, C Schaaf, JC Hutchinson, A Virasami, MA Zuluaga, ...
Placenta 88, 36-43, 2019
Selection bias in the reported performances of AD classification pipelines
AF Mendelson, MA Zuluaga, M Lorenzi, BF Hutton, S Ourselin, ...
NeuroImage: Clinical 14, 400-416, 2017
Learning from only positive and unlabeled data to detect lesions in vascular CT images
MA Zuluaga, D Hush, EJF Delgado Leyton, MH Hoyos, M Orkisz
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
Matrix profile XXIV: scaling time series anomaly detection to trillions of datapoints and ultra-fast arriving data streams
Y Lu, R Wu, A Mueen, MA Zuluaga, E Keogh
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
A computer assisted planning system for the placement of sEEG electrodes in the treatment of epilepsy
G Zombori, R Rodionov, M Nowell, MA Zuluaga, MJ Clarkson, C Micallef, ...
Information Processing in Computer-Assisted Interventions: 5th International …, 2014
Automatic right ventricle segmentation using multi-label fusion in cardiac MRI
MA Zuluaga, MJ Cardoso, S Ourselin
MICCAI 2012 Workshop on Right Ventricle Segmentation Challenge, 2012
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