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ORCIDMargarida Silveira
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- affiliation: University of Lisbon, Portugal
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2020 – today
- 2024
[j12]Hemaxi Narotamo
, Mariana Dias, Ricardo Santos, André V. Carreiro, Hugo Gamboa, Margarida Silveira:
Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches. Biomed. Signal Process. Control. 93: 106141 (2024)- 2023
- [c39]Alice Rosa, Hemaxi Narotamo, Margarida Silveira:
Self-Supervised Segmentation of 3D Fluorescence Microscopy Images Using CycleGAN. EMBC 2023: 1-4 - 2022
- [c38]Hemaxi Narotamo, Marie Ouarné, Cláudio Areias Franco, Margarida Silveira:
Synthetic Generation of 3D Microscopy Images using Generative Adversarial Networks. EMBC 2022: 549-552 - [c37]Pedro Pereira, Margarida Silveira:
Cross-Modal Transfer Learning Methods for Alzheimer's Disease Diagnosis. EMBC 2022: 3789-3792 - [c36]Catarina Gracias, Margarida Silveira:
Curriculum learning for early Alzheimer's Disease diagnosis. EMBC 2022: 4777-4780 - [c35]Carlos Antunes, Margarida Silveira:
Generating Attention Maps from Eye-gaze for the Diagnosis of Alzheimer’s Disease. Gaze Meets ML 2022: 3-19 - [c34]Susana I. C. J. Palma, José Frazão, Rita Alves, Henrique M. A. Costa, Cláudia Alves, Hugo Gamboa, Margarida Silveira, Ana C. A. Roque:
Learning to see VOCs with Liquid Crystal Droplets. ISOEN 2022: 1-4 - 2021
- [j11]José Frazão, Susana I. C. J. Palma, Henrique M. A. Costa, Cláudia Alves, Ana C. A. Roque, Margarida Silveira:
Optical Gas Sensing with Liquid Crystal Droplets and Convolutional Neural Networks. Sensors 21(8): 2854 (2021) - [c33]Guilherme Ramos, Erida Gjini, Luis Coelho, Margarida Silveira:
Unsupervised learning approach for predicting sepsis onset in ICU patients. EMBC 2021: 1916-1919 - [c32]Hemaxi Narotamo, Marie Ouarné, Cláudio Areias Franco, Margarida Silveira:
Joint Segmentation and Pairing of Nuclei and Golgi in 3D Microscopy Images. EMBC 2021: 3017-3020 - 2020
- [c31]Hemaxi Narotamo, J. Miguel Sanches, Margarida Silveira:
Combining Deep Learning with Handcrafted Features for Cell Nuclei Segmentation *. EMBC 2020: 1428-1431 - [c30]Hemaxi Narotamo, Maria Sofia Fernandes, J. Miguel Sanches, Margarida Silveira:
Interphase Cell Cycle Staging using Deep Learning *. EMBC 2020: 1432-1435 - [c29]Nuno Ferreira, Margarida Silveira:
Ship Detection in SAR Images Using Convolutional Variational Autoencoders. IGARSS 2020: 2503-2506
2010 – 2019
- 2019
- [j10]João Pereira, Margarida Silveira:
Unsupervised representation learning and anomaly detection in ECG sequences. Int. J. Data Min. Bioinform. 22(4): 389-407 (2019) - [c28]João Pereira, Margarida Silveira:
Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection. BigComp 2019: 1-7 - [c27]Hemaxi Narotamo, J. Miguel Sanches, Margarida Silveira:
Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning. IbPRIA (1) 2019: 53-64 - 2018
- [c26]João Pereira, Margarida Silveira:
Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention. ICMLA 2018: 1275-1282 - [c25]Ricardo P. M. Cruz, Margarida Silveira, Jaime S. Cardoso:
A Class Imbalance Ordinal Method for Alzheimer's Disease Classification. PRNI 2018: 1-4 - [e2]Nathalia Peixoto, Margarida Silveira, Hesham H. Ali, Carlos Dias Maciel, Egon L. van den Broek:
Biomedical Engineering Systems and Technologies - 10th International Joint Conference, BIOSTEC 2017, Porto, Portugal, February 21-23, 2017, Revised Selected Papers. Communications in Computer and Information Science 881, Springer 2018, ISBN 978-3-319-94805-8 [contents] - 2017
- [c24]Helena Barros, Margarida Silveira:
Atlas based sparse logistic regression for Alzheimer's Disease classification. EMBC 2017: 501-504 - [e1]Margarida Silveira, Ana L. N. Fred, Hugo Gamboa, Mário Vaz:
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 2: BIOIMAGING, Porto, Portugal, February 21-23, 2017. SciTePress 2017, ISBN 978-989-758-215-8 [contents] - 2016
- [j9]Margarida Silveira, Sandra Heleno, Pedro Pina:
Texton-Based Ensemble Classification of Landslide Source and Transport Areas in VHR Imagery. IEEE Geosci. Remote. Sens. Lett. 13(12): 1787-1791 (2016) - 2015
- [j8]Carlos Cabral, Pedro Miguel Morgado, Durval Campos Costa, Margarida Silveira:
Predicting conversion from MCI to AD with FDG-PET brain images at different prodromal stages. Comput. Biol. Medicine 58: 101-109 (2015) - [j7]Pedro Miguel Morgado, Margarida Silveira:
Minimal neighborhood redundancy maximal relevance: Application to the diagnosis of Alzheimer's disease. Neurocomputing 155: 295-308 (2015) - [c23]Sandra Heleno, Margarida Silveira, Magda Matias, Pedro Pina:
Assessment of supervised methods for mapping rainfall induced landslides in VHR images. IGARSS 2015: 850-853 - 2014
- [c22]Filipa Rodrigues, Margarida Silveira:
Longitudinal FDG-PET features for the classification of Alzheimer's disease. EMBC 2014: 1941-1944 - [c21]Francisco Seixas, Margarida Silveira, Sandra Heleno:
Segmentation of SAR images using textons. IGARSS 2014: 1600-1603 - 2013
- [j6]Pedro Miguel Morgado, Margarida Silveira, Jorge S. Marques:
Diagnosis of Alzheimer's disease using 3D local binary patterns. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1(1): 2-12 (2013) - [c20]Carlos Cabral, Margarida Silveira:
Classification of Alzheimer's disease from FDG-PET images using favourite class ensembles. EMBC 2013: 2477-2480 - [c19]Pedro Miguel Morgado, Margarida Silveira, Jorge S. Marques:
Extending local binary patterns to 3D for the diagnosis of Alzheimer's Disease. ISBI 2013: 117-120 - [c18]Pedro Miguel Morgado, Margarida Silveira, Jorge S. Marques:
Efficient selection of non-redundant features for the diagnosis of Alzheimer'S disease. ISBI 2013: 640-643 - [c17]Pedro Miguel Morgado, Margarida Silveira, Durval Campos Costa:
Texton-based diagnosis of Alzheimer's disease. MLSP 2013: 1-6 - 2012
- [j5]Carlos Cabral, Margarida Silveira, Patrícia Figueiredo:
Decoding visual brain states from fMRI using an ensemble of classifiers. Pattern Recognit. 45(6): 2064-2074 (2012) - [c16]Ana Afonso, Margarida Silveira:
Hair detection in dermoscopic images using Percolation. EMBC 2012: 4378-4381 - [c15]Eduardo Bicacro, Margarida Silveira, Jorge S. Marques:
Alternative feature extraction methods in 3D brain image-based diagnosis of Alzheimer's Disease. ICIP 2012: 1237-1240 - [c14]Eduardo Bicacro, Margarida Silveira, Jorge S. Marques, Durval Campos Costa:
3D brain image-based diagnosis of Alzheimer's disease: Bringing medical vision into feature selection. ISBI 2012: 134-137 - 2011
- [c13]Carlos Cabral, Margarida Silveira, Patrícia Figueiredo:
Decoding visual stimuli using classifier ensembles with optimized feature selection. ISBI 2011: 300-304 - 2010
- [c12]Margarida Silveira, Jorge S. Marques:
Boosting Alzheimer Disease Diagnosis Using PET Images. ICPR 2010: 2556-2559
2000 – 2009
- 2009
- [j4]Margarida Silveira, Antónia Monteiro:
Automatic recognition and measurement of butterfly eyespot patterns. Biosyst. 95(2): 130-136 (2009) - [j3]Margarida Silveira, Jacinto C. Nascimento, Jorge S. Marques, André R. S. Marçal, Teresa Mendonça, Syogo Yamauchi, Junji Maeda, Jorge Rozeira:
Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images. IEEE J. Sel. Top. Signal Process. 3(1): 35-45 (2009) - [j2]Ricardo Martins, Pedro Pina, Jorge S. Marques, Margarida Silveira:
Crater Detection by a Boosting Approach. IEEE Geosci. Remote. Sens. Lett. 6(1): 127-131 (2009) - [j1]Margarida Silveira, Sandra Heleno:
Separation Between Water and Land in SAR Images Using Region-Based Level Sets. IEEE Geosci. Remote. Sens. Lett. 6(3): 471-475 (2009) - [c11]Margarida Silveira, Sandra Heleno:
Classification of water regions in SAR images using level sets and non-parametric density estimation. ICIP 2009: 1685-1688 - 2008
- [c10]Margarida Silveira, Jacinto C. Nascimento, Jorge S. Marques:
Level set segmentation with outlier rejection. ICIP 2008: 1085-1088 - [c9]Margarida Silveira, Sandra Heleno:
Water/land segmentation in SAR images using level sets. ICIP 2008: 1896-1899 - [c8]Margarida Silveira, Jorge S. Marques:
Level set segmentation of dermoscopy images. ISBI 2008: 173-176 - 2007
- [c7]Margarida Silveira, Jorge S. Marques:
Estimation of Multiple Objects at Unknown Locations with Active Contours. IbPRIA (2) 2007: 372-379 - 2006
- [c6]Margarida Silveira, Jorge S. Marques:
Automatic segmentation of the lungs using multiple active contours and outlier model. EMBC 2006: 3122-3125 - 2005
- [c5]Margarida Silveira:
An Algorithm for the Detection of Multiple Concentric Circles. IbPRIA (2) 2005: 271-278 - [c4]Margarida Silveira, Jorge S. Marques:
Multiple active contour models based on the EM algorithm. ICIP (1) 2005: 285-288 - 2004
- [c3]Margarida Silveira:
Antibacterial Activity Detection and Evaluation Based on the Detection of Multiple Concentric Circles with the Hough Transform. CRV 2004: 329-335 - 2001
- [c2]Margarida Silveira, Moisés Piedade:
MRF-motion segmentation based on dominant motion estimation and the detection of uncovered regions. ICIP (1) 2001: 373-376
1990 – 1999
- 1998
- [c1]Margarida Silveira, Moisés Piedade:
Joint Segmentation and Motion Estimation. ICIP (2) 1998: 657-661
Coauthor Index
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last updated on 2024-08-05 20:23 CEST by the dblp team
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