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Margarida Silveira
Margarida Silveira
Institute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ Lisboa
Dirección de correo verificada de isr.tecnico.ulisboa.pt
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Año
Comparison of segmentation methods for melanoma diagnosis in dermoscopy images
M Silveira, JC Nascimento, JS Marques, ARS Marçal, T Mendonça, ...
IEEE journal of selected topics in signal processing 3 (1), 35-45, 2009
4952009
Unsupervised anomaly detection in energy time series data using variational recurrent autoencoders with attention
J Pereira, M Silveira
2018 17th IEEE international conference on machine learning and applications …, 2018
1422018
Separation between water and land in SAR images using region-based level sets
M Silveira, S Heleno
IEEE Geoscience and Remote Sensing Letters 6 (3), 471-475, 2009
1412009
Crater detection by a boosting approach
R Martins, P Pina, JS Marques, M Silveira
IEEE Geoscience and Remote Sensing Letters 6 (1), 127-131, 2008
1132008
Predicting conversion from MCI to AD with FDG-PET brain images at different prodromal stages
C Cabral, PM Morgado, DC Costa, M Silveira, ...
Computers in biology and medicine 58, 101-109, 2015
1122015
Boosting Alzheimer disease diagnosis using PET images
M Silveira, J Marques
2010 20th International Conference on Pattern Recognition, 2556-2559, 2010
742010
Learning representations from healthcare time series data for unsupervised anomaly detection
J Pereira, M Silveira
2019 IEEE international conference on big data and smart computing (BigComp …, 2019
582019
Decoding visual brain states from fMRI using an ensemble of classifiers
C Cabral, M Silveira, P Figueiredo
Pattern Recognition 45 (6), 2064-2074, 2012
582012
Comparison of segmentation methods for automatic diagnosis of dermoscopy images
T Mendonca, ARS Marcal, A Vieira, JC Nascimento, M Silveira, ...
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
562007
Automatic segmentation of the lungs using robust level sets
M Silveira, J Nascimento, J Marques
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
482007
Classification of Alzheimer's disease from FDG-PET images using favourite class ensembles
C Cabral, M Silveira
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
362013
Automatic segmentation of the lungs using multiple active contours and outlier model
M Silveira, J Marques
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
312006
Automatic recognition and measurement of butterfly eyespot patterns
M Silveira, A Monteiro
Biosystems 95 (2), 130-136, 2009
302009
Unsupervised representation learning and anomaly detection in ECG sequences
J Pereira, M Silveira
International Journal of Data Mining and Bioinformatics 22 (4), 389-407, 2019
252019
Diagnosis of Alzheimer's disease using 3D local binary patterns
P Morgado, M Silveira, JS Marques
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2013
242013
Water/land segmentation in SAR images using level sets
M Silveira, S Heleno
2008 15th IEEE International Conference on Image Processing, 1896-1899, 2008
202008
Level set segmentation of dermoscopy images
M Silveira, JS Marques
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to …, 2008
202008
Longitudinal FDG-PET features for the classification of Alzheimer's disease
F Rodrigues, M Silveira
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
182014
Alternative feature extraction methods in 3D brain image-based diagnosis of Alzheimer's disease
E Bicacro, M Silveira, JS Marques
2012 19th IEEE international conference on image processing, 1237-1240, 2012
182012
3D brain image-based diagnosis of Alzheimer's disease: Bringing medical vision into feature selection
E Bicacro, M Silveira, JS Marques, DC Costa
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 134-137, 2012
162012
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