Joint Segmentation and Motion Estimation. - Margarida Silveira; Moisés Piedade (ICIP (2), 1998)

MRF-motion segmentation based on dominant motion estimation and the detection of uncovered regions. - Margarida Silveira; Moisés Piedade (ICIP (1), 2001)

Antibacterial Activity Detection and Evaluation Based on the Detection of Multiple Concentric Circles with the Hough Transform. - Margarida Silveira (CRV, 2004)

An Algorithm for the Detection of Multiple Concentric Circles. - Margarida Silveira (IbPRIA (2), 2005)

Multiple active contour models based on the EM algorithm. - Margarida Silveira; Jorge S. Marques (ICIP (1), 2005)

Automatic segmentation of the lungs using multiple active contours and outlier model. - Margarida Silveira; Jorge S. Marques (EMBC, 2006)

Estimation of Multiple Objects at Unknown Locations with Active Contours. - Margarida Silveira; Jorge S. Marques (IbPRIA (2), 2007)

Water/land segmentation in SAR images using level sets. - Margarida Silveira; Sandra Heleno (ICIP, 2008)

Level set segmentation with outlier rejection. - Margarida Silveira; Jacinto C. Nascimento; Jorge S. Marques (ICIP, 2008)

Level set segmentation of dermoscopy images. - Margarida Silveira; Jorge S. Marques (ISBI, 2008)

Classification of water regions in SAR images using level sets and non-parametric density estimation. - Margarida Silveira; Sandra Heleno (ICIP, 2009)

Automatic recognition and measurement of butterfly eyespot patterns. - Margarida Silveira; Antónia Monteiro (Biosyst., 2009)

Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images. - Margarida Silveira; Jacinto C. Nascimento; Jorge S. Marques; André R. S. Marçal; Teresa Mendonça; Syogo Yamauchi; Junji Maeda; Jorge Rozeira (IEEE J. Sel. Top. Signal Process., 2009)

Crater Detection by a Boosting Approach. - Ricardo Martins; Pedro Pina; Jorge S. Marques; Margarida Silveira (IEEE Geosci. Remote. Sens. Lett., 2009)

Separation Between Water and Land in SAR Images Using Region-Based Level Sets. - Margarida Silveira; Sandra Heleno (IEEE Geosci. Remote. Sens. Lett., 2009)

Boosting Alzheimer Disease Diagnosis Using PET Images. - Margarida Silveira; Jorge S. Marques (ICPR, 2010)

Decoding visual stimuli using classifier ensembles with optimized feature selection. - Carlos Cabral; Margarida Silveira; Patrícia Figueiredo (ISBI, 2011)

Hair detection in dermoscopic images using Percolation. - Ana Afonso; Margarida Silveira (EMBC, 2012)

Alternative feature extraction methods in 3D brain image-based diagnosis of Alzheimer's Disease. - Eduardo Bicacro; Margarida Silveira; Jorge S. Marques (ICIP, 2012)

3D brain image-based diagnosis of Alzheimer's disease: Bringing medical vision into feature selection. - Eduardo Bicacro; Margarida Silveira; Jorge S. Marques; Durval Campos Costa (ISBI, 2012)

Decoding visual brain states from fMRI using an ensemble of classifiers. - Carlos Cabral; Margarida Silveira; Patrícia Figueiredo (Pattern Recognit., 2012)

Classification of Alzheimer's disease from FDG-PET images using favourite class ensembles. - Carlos Cabral; Margarida Silveira (EMBC, 2013)

Extending local binary patterns to 3D for the diagnosis of Alzheimer's Disease. - Pedro Miguel Morgado; Margarida Silveira; Jorge S. Marques (ISBI, 2013)

Efficient selection of non-redundant features for the diagnosis of Alzheimer'S disease. - Pedro Miguel Morgado; Margarida Silveira; Jorge S. Marques (ISBI, 2013)

Texton-based diagnosis of Alzheimer's disease. - Pedro Miguel Morgado; Margarida Silveira; Durval Campos Costa (MLSP, 2013)

Diagnosis of Alzheimer's disease using 3D local binary patterns. - Pedro Miguel Morgado; Margarida Silveira; Jorge S. Marques (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013)

Longitudinal FDG-PET features for the classification of Alzheimer's disease. - Filipa Rodrigues; Margarida Silveira (EMBC, 2014)

Segmentation of SAR images using textons. - Francisco Seixas; Margarida Silveira; Sandra Heleno (IGARSS, 2014)

Assessment of supervised methods for mapping rainfall induced landslides in VHR images. - Sandra Heleno; Margarida Silveira; Magda Matias; Pedro Pina (IGARSS, 2015)

Predicting conversion from MCI to AD with FDG-PET brain images at different prodromal stages. - Carlos Cabral; Pedro Miguel Morgado; Durval Campos Costa; Margarida Silveira (Comput. Biol. Medicine, 2015)

Minimal neighborhood redundancy maximal relevance: Application to the diagnosis of Alzheimer's disease. - Pedro Miguel Morgado; Margarida Silveira (Neurocomputing, 2015)

Texton-Based Ensemble Classification of Landslide Source and Transport Areas in VHR Imagery. - Margarida Silveira; Sandra Heleno; Pedro Pina (IEEE Geosci. Remote. Sens. Lett., 2016)

Atlas based sparse logistic regression for Alzheimer's Disease classification. - Helena Barros; Margarida Silveira (EMBC, 2017)

Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention. - João Pereira 004; Margarida Silveira (ICMLA, 2018)

A Class Imbalance Ordinal Method for Alzheimer's Disease Classification. - Ricardo P. M. Cruz; Margarida Silveira; Jaime S. Cardoso 001 (PRNI, 2018)

Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection. - João Pereira 004; Margarida Silveira (BigComp, 2019)

Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning. - Hemaxi Narotamo; J. Miguel Sanches; Margarida Silveira (IbPRIA (1), 2019)

Unsupervised representation learning and anomaly detection in ECG sequences. - João Pereira 004; Margarida Silveira (Int. J. Data Min. Bioinform., 2019)

Interphase Cell Cycle Staging using Deep Learning *. - Hemaxi Narotamo; Maria Sofia Fernandes; J. Miguel Sanches; Margarida Silveira (EMBC, 2020)

Combining Deep Learning with Handcrafted Features for Cell Nuclei Segmentation *. - Hemaxi Narotamo; J. Miguel Sanches; Margarida Silveira (EMBC, 2020)

Ship Detection in SAR Images Using Convolutional Variational Autoencoders. - Nuno Ferreira; Margarida Silveira (IGARSS, 2020)

Joint Segmentation and Pairing of Nuclei and Golgi in 3D Microscopy Images. - Hemaxi Narotamo; Marie Ouarné; Cláudio Areias Franco; Margarida Silveira (EMBC, 2021)

Unsupervised learning approach for predicting sepsis onset in ICU patients. - Guilherme Ramos; Erida Gjini; Luis Coelho; Margarida Silveira (EMBC, 2021)

Optical Gas Sensing with Liquid Crystal Droplets and Convolutional Neural Networks. - José Frazão; Susana I. C. J. Palma; Henrique M. A. Costa; Cláudia Alves; Ana C. A. Roque; Margarida Silveira (Sensors, 2021)

Curriculum learning for early Alzheimer's Disease diagnosis. - Catarina Gracias; Margarida Silveira (EMBC, 2022)

Synthetic Generation of 3D Microscopy Images using Generative Adversarial Networks. - Hemaxi Narotamo; Marie Ouarné; Cláudio Areias Franco; Margarida Silveira (EMBC, 2022)

Cross-Modal Transfer Learning Methods for Alzheimer's Disease Diagnosis. - Pedro Pereira; Margarida Silveira (EMBC, 2022)

Generating Attention Maps from Eye-gaze for the Diagnosis of Alzheimer’s Disease. - Carlos Antunes; Margarida Silveira (Gaze Meets ML, 2022)

Learning to see VOCs with Liquid Crystal Droplets. - Susana I. C. J. Palma; José Frazão; Rita Alves; Henrique M. A. Costa; Cláudia Alves; Hugo Gamboa; Margarida Silveira; Ana C. A. Roque (ISOEN, 2022)

Self-Supervised Segmentation of 3D Fluorescence Microscopy Images Using CycleGAN. - Alice Rosa; Hemaxi Narotamo; Margarida Silveira (EMBC, 2023)

A CNN-GNN Approach for Polarity Vectors Prediction in 3D Microscopy Images. - Diogo Moura; Hemaxi Narotamo; Margarida Silveira (EMBC, 2024)

Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches. - Hemaxi Narotamo; Mariana Dias; Ricardo Santos 006; André V. Carreiro; Hugo Gamboa; Margarida Silveira (Biomed. Signal Process. Control., 2024)

Beyond the Last Scan: The Role of Longitudinal Neuroimaging in Predicting Conversion to Alzheimer's Disease at Different Stages. - Gonçalo Galante; Margarida Silveira (ISBI, 2025)

3DCellPol: Joint detection and pairing of cell structures to compute cell polarity. - Hemaxi Narotamo; Cláudio Areias Franco; Margarida Silveira (Biomed. Signal Process. Control., 2025)