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 | 515 | 2009 |
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 | 164 | 2018 |
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 | 150 | 2009 |
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 | 120 | 2015 |
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 | 116 | 2008 |
Boosting Alzheimer disease diagnosis using PET images M Silveira, J Marques 2010 20th International Conference on Pattern Recognition, 2556-2559, 2010 | 82 | 2010 |
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 | 81 | 2019 |
Decoding visual brain states from fMRI using an ensemble of classifiers C Cabral, M Silveira, P Figueiredo Pattern Recognition 45 (6), 2064-2074, 2012 | 61 | 2012 |
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 | 55 | 2007 |
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 | 53 | 2007 |
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 | 42 | 2013 |
Automatic recognition and measurement of butterfly eyespot patterns M Silveira, A Monteiro Biosystems 95 (2), 130-136, 2009 | 32 | 2009 |
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 | 32 | 2006 |
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 | 30 | 2019 |
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 | 23 | 2013 |
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 | 21 | 2014 |
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 | 20 | 2012 |
Water/land segmentation in SAR images using level sets M Silveira, S Heleno 2008 15th IEEE International Conference on Image Processing, 1896-1899, 2008 | 20 | 2008 |
Level set segmentation of dermoscopy images M Silveira, JS Marques 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to …, 2008 | 20 | 2008 |
Optical gas sensing with liquid crystal droplets and convolutional neural networks J Frazão, SICJ Palma, HMA Costa, C Alves, ACA Roque, M Silveira Sensors 21 (8), 2854, 2021 | 17 | 2021 |