A New Similarity Criterion for Retinal Image Registration. - Ana Maria Mendonça; Aurélio C. Campilho; José Manuel Rodrigues Nunes (ICIP (3), 1994)

Optical flow techniques applied to the calibration of visual perception experiments. - Miguel V. Correia 002; Aurélio J. C. Campilho; Jorge A. Santos; Luis M. Nunes (ICPR, 1996)

3-D data acquisition and scene segmentation system. - Jorge Alves Silva; Aurélio J. C. Campilho; J. C. Marques dos Santos (ICPR, 1996)

Automatic Segmentation of Microaneurysms in Retinal Angiograms of Diabetic Patients. - Ana Maria Mendonça; Aurélio C. Campilho; José Manuel Rodrigues Nunes (ICIAP, 1999)

Combining Independent and Unbiased Classifiers Using Weighted Average. - Luís A. Alexandre; Aurélio C. Campilho; Mohamed S. Kamel (ICPR, 2000)

Cellular Neural Networks for Motion Estimation. - Mariofanna G. Milanova; Aurélio C. Campilho; Miguel V. Correia 002 (ICPR, 2000)

Estimating motion flow field in image sequences using Cellular Neural Networks. - Stuart Harvey Rubin; Mariofanna G. Milanova; Aurélio C. Campilho (PDPTA, 2000)

Biological Motivated Model for Encoding Multiple Object Motions in Primate Visual Cortex Using Sequences of Natural Images. - Mariofanna G. Milanova; Adel Said Elmaghraby; Mark P. Wachowiak; Aurélio C. Campilho (ITCC, 2001)

On combining classifiers using sum and product rules. - Luís A. Alexandre; Aurélio C. Campilho; Mohamed S. Kamel (Pattern Recognit. Lett., 2001)

Real-Time Implementation of an Optical Flow Algorithm. - Miguel V. Correia 002; Aurélio C. Campilho (ICPR (4), 2002)

A Probabilistic Model for the Cooperative Modular Neural Network. - Luís A. Alexandre; Aurélio C. Campilho; Mohamed S. Kamel (IbPRIA, 2003)

Optimal Detection of Symmetry Axis in Digital Chest X-ray Images. - Carlos Vinhais; Aurélio C. Campilho (IbPRIA, 2003)

A Pipelined Real-Time Optical Flow Algorithm. - Miguel V. Correia 002; Aurélio C. Campilho (ICIAR (2), 2004)

Automatic Tracking of Arabidopsis thaliana Root Meristem in Confocal Microscopy. - Bernardo Garcia; Ana Campilho; Ben Scheres; Aurélio C. Campilho (ICIAR (2), 2004)

Detection of Rib Borders on X-ray Chest Radiographs. - Rui Moreira; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2004)

Automatic Lane and Band Detection in Images of Thin Layer Chromatography. - António V. Sousa; Rui Aguiar; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2004)

Ribcage Boundary Delineation in Chest X-ray Images. - Carlos Vinhais; Aurélio C. Campilho (ICIAR (2), 2004)

Automatic Delimitation of Lung Fields on Chest Radiographs. - Ana Maria Mendonça; Jorge Alves Silva; Aurélio C. Campilho (ISBI, 2004)

Bounds for the Average Generalization Error of the Mixture of Experts Neural Network. - Luís A. Alexandre; Aurélio C. Campilho; Mohamed S. Kamel (SSPR/SPR, 2004)

Spectral Methods in Image Segmentation: A Combined Approach. - Fernando C. Monteiro; Aurélio C. Campilho (IbPRIA (2), 2005)

Segmentation of Ultrasonic Images of the Carotid. - Rui Rocha; Aurélio C. Campilho; Jorge Alves Silva (ICIAR, 2005)

Feature Extraction for Classification of Thin-Layer Chromatography Images. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho; Rui Aguiar; M. Clara Sá Miranda (ICIAR, 2005)

Genetic Model-Based Segmentation of Chest X-Ray Images Using Free Form Deformations. - Carlos Vinhais; Aurélio C. Campilho (ICIAR, 2005)

Performance Evaluation of Image Segmentation. - Fernando C. Monteiro; Aurélio C. Campilho (ICIAR (1), 2006)

A Multiclassifier Approach for Lung Nodule Classification. - Carlos S. Pereira; Luís A. Alexandre; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2006)

The Class Imbalance Problem in TLC Image Classification. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2006)

Lung Parenchyma Segmentation from CT Images Based on Material Decomposition. - Carlos Vinhais; Aurélio C. Campilho (ICIAR (2), 2006)

Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction. - Ana Maria Mendonça; Aurélio C. Campilho (IEEE Trans. Medical Imaging, 2006)

Detection of Lung Nodule Candidates in Chest Radiographs. - Carlos S. Pereira; Hugo Fernandes; Ana Maria Mendonça; Aurélio C. Campilho (IbPRIA (2), 2007)

Evaluation of Contrast Enhancement Filters for Lung Nodule Detection. - Carlos S. Pereira; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2007)

Image Segmentation Using Region Merging Combined with a Multi-class Spectral Method. - Fernando C. Monteiro; Aurélio C. Campilho (MVA, 2007)

A Hybrid Approach for Arabidopsis Root Cell Image Segmentation. - Monica Marcuzzo; Pedro Quelhas; Ana Campilho; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2008)

Region and Graph-Based Motion Segmentation. - Fernando C. Monteiro; Aurélio C. Campilho (ICIAR, 2008)

Joint Detection of the Carotid Boundaries in Longitudinal B-Mode Images. - Rui Rocha; Aurélio C. Campilho; Jorge Alves Silva (ICIAR, 2008)

Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2008)

Tracking of Arabidopsis thaliana root cells in time-lapse microscopy. - Monica Marcuzzo; Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICPR, 2008)

Watershed framework to region-based image segmentation. - Fernando Coutinho Monteiro; Aurélio C. Campilho (ICPR, 2008)

Automatic cell segmentation from confocal microscopy images of the Arabidopsis root. - Monica Marcuzzo; Pedro Quelhas; Ana Campilho; Ana Maria Mendonça; Aurélio C. Campilho (ISBI, 2008)

Dissimilarity-based classification of chromatographic profiles. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (Pattern Anal. Appl., 2008)

Chromatographic Pattern Classification. - António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (IEEE Trans. Biomed. Eng., 2008)

Cancer Cell Detection and Invasion Depth Estimation in Brightfield Images. - Pedro Quelhas; Monica Marcuzzo; Ana Maria Mendonça; Maria José Oliveira; Aurélio C. Campilho (BMVC, 2009)

Cell Division Detection on the Arabidopsis Thaliana Root. - Monica Marcuzzo; Tiago Guichard; Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (IbPRIA, 2009)

Chromatographic Pattern Recognition Using Optimized One-Class Classifiers. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (IbPRIA, 2009)

Evaluation of Symmetry Enhanced Sliding Band Filter for Plant Cell Nuclei Detection in Low Contrast Noisy Fluorescent Images. - Monica Marcuzzo; Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2009)

A new method for the detection of singular points in fingerprint images. - Filipe Magalhães; Hélder P. Oliveira; Aurélio C. Campilho (WACV, 2009)

Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging. - Monica Marcuzzo; Pedro Quelhas; Ana Campilho; Ana Maria Mendonça; Aurélio J. C. Campilho (Comput. Biol. Medicine, 2009)

Optical Flow Based Arabidopsis Thaliana Root Meristem Cell Division Detection. - Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2010)

3D Cell Nuclei Fluorescence Quantification Using Sliding Band Filter. - Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICPR, 2010)

Segmentation of the carotid intima-media region in B-mode ultrasound images. - Rui Rocha; Aurélio C. Campilho; Jorge Alves Silva; Elsa Azevedo; Rosa Maria dos Santos (Image Vis. Comput., 2010)

Cell Nuclei and Cytoplasm Joint Segmentation Using the Sliding Band Filter. - Pedro Quelhas; Monica Marcuzzo; Ana Maria Mendonça; Aurélio C. Campilho (IEEE Trans. Medical Imaging, 2010)

Arabidopsis Thaliana Automatic Cell File Detection and Cell Length Estimation. - Pedro Quelhas; Jeroen Nieuwland; Walter Dewitte; Ana Maria Mendonça; Jim Murray; Aurélio C. Campilho (ICIAR (2), 2011)

Classification-Based Segmentation of the Region of Interest in Chromatographic Images. - António V. Sousa; Ana Maria Mendonça; M. Clara Sá Miranda; Aurélio C. Campilho (ICIAR (2), 2011)

Low frame rate cell tracking: A Delaunay graph matching approach. - Yuxi Chen; Pedro Quelhas; Aurélio C. Campilho (ISBI, 2011)

Automatic segmentation of chromatographic images for region of interest delineation. - Ana Maria Mendonça; António V. Sousa; M. Clara Sá Miranda; Aurélio C. Campilho (Image Processing, 2011)

Dynamic Programming and Fuzzy Classification for the Automatic Segmentation of the Carotid in Ultrasound Images. - Rui Rocha; Jorge Alves Silva; Aurélio J. C. Campilho (MVA, 2011)

Segmentation of ultrasound images of the carotid using RANSAC and cubic splines. - Rui Rocha; Aurélio C. Campilho; Jorge Alves Silva; Elsa Azevedo; Rosa Maria dos Santos (Comput. Methods Programs Biomed., 2011)

Proactive engineering. - Cândido Duarte; Hélder P. Oliveira; Filipe Magalhães; Vítor Grade Tavares; Aurélio C. Campilho; Pedro Guedes de Oliveira (EDUCON, 2012)

Hand Detection and Tracking Using the Skeleton of the Blob for Medical Rehabilitation Applications. - Pedro Gil-Jiménez; Beatriz Losilla-López; Rafael Torres-Cueco; Aurélio J. C. Campilho; Roberto Javier López-Sastre (ICIAR (2), 2012)

Automatic Localization of the Optic Disc in Retinal Images Based on the Entropy of Vascular Directions. - Ana Maria Mendonça; Filipe Cardoso; António V. Sousa; Aurélio J. C. Campilho (ICIAR (2), 2012)

Automatic Lane Detection in Chromatography Images. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR (2), 2012)

Supervised Content Based Image Retrieval Using Radiology Reports. - José Ramos; Thessa T. J. P. Kockelkorn; Bram van Ginneken; Max A. Viergever; Rui Ramos; Aurélio J. C. Campilho (ICIAR (2), 2012)

Automatic segmentation of carotid B-mode images using fuzzy classification. - Rui Rocha; Jorge Alves Silva; Aurélio J. C. Campilho (Medical Biol. Eng. Comput., 2012)

Gradient convergence filters and a phase congruency approach for in vivo cell nuclei detection. - Tiago Esteves; Pedro Quelhas; Ana Maria Mendonça; Aurélio J. C. Campilho (Mach. Vis. Appl., 2012)

An automatic method for the estimation of Arteriolar-to-Venular Ratio in retinal images. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (CBMS, 2013)

Automatic Classification of Retinal Vessels Using Structural and Intensity Information. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (IbPRIA, 2013)

Robust common carotid artery lumen detection in B-mode ultrasound images using local phase symmetry. - José Rouco; Aurélio J. C. Campilho (ICASSP, 2013)

Classification Approach for Measurement of Atherosclerosis Using B-Mode Ultrasound Carotid Images. - Catarina B. Carvalho; Rui Rocha; Aurélio J. C. Campilho (ICIAR, 2013)

Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2013)

Correction of Geometrical Distortions in Bands of Chromatography Images. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2013)

Lane Background Removal for the Classification of Thin-Layer Chromatography Images. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2013)

Automatic localization of the optic disc by combining vascular and intensity information. - Ana Maria Mendonça; António V. Sousa; Luís Mendonça; Aurélio J. C. Campilho (Comput. Medical Imaging Graph., 2013)

Automatic Lane Segmentation in TLC Images Using the Continuous Wavelet Transform. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (Comput. Math. Methods Medicine, 2013)

RetinaCAD, a system for the assessment of retinal vascular changes. - Behdad Dashtbozorg; Ana Maria Mendonça; Susana Penas; Aurélio J. C. Campilho (EMBC, 2014)

Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules. - Jorge Novo; José Rouco; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR (2), 2014)

On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid. - José Rouco; Jorge Novo; Aurélio J. C. Campilho (ICIAR (2), 2014)

Optic Disk Localization for Gray-Scale Retinal Images Based on Patch Filtering. - Farook Sattar; Aurélio J. C. Campilho; Mohamed S. Kamel (ICIAR (2), 2014)

Assessment of vascular changes in retinal images. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (MeMeA, 2014)

Automatic detection of the carotid lumen axis in B-mode ultrasound images. - Rui Rocha; Jorge Alves Silva; Aurélio J. C. Campilho (Comput. Methods Programs Biomed., 2014)

An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (IEEE Trans. Image Process., 2014)

Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid. - Teresa Araujo; Guilherme Aresta; José Rouco; Carmen Ferreira; Elsa Azevedo; Aurélio J. C. Campilho (ICIAR, 2015)

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2015)

3D lung nodule candidate detection in multiple scales. - Jorge Novo; Luis Gonçalves; Ana Maria Mendonça; Aurélio J. C. Campilho (MVA, 2015)

Motion Descriptor for Human Gesture Recognition in Low Resolution Images. - António Ferreira; Guilherme Silva 001; André Dias; Alfredo Martins; Aurélio Campilho (ROBOT (1), 2015)

Optic disc segmentation using the sliding band filter. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (Comput. Biol. Medicine, 2015)

Machine learning for medical applications. - Verónica Bolón-Canedo; Beatriz Remeseiro; Amparo Alonso-Betanzos; Aurélio Campilho (ESANN, 2016)

Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images. - Luis Gonçalves; Jorge Novo; Aurélio Campilho (ESANN, 2016)

Central Medialness Adaptive Strategy for 3D Lung Nodule Segmentation in Thoracic CT Images. - Luis Gonçalves; Jorge Novo; Aurélio Campilho (ICIAR, 2016)

Hessian based approaches for 3D lung nodule segmentation. - Luis Gonçalves; Jorge Novo Buján; Aurélio C. Campilho (Expert Syst. Appl., 2016)

Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry. - José Rouco; Elsa Azevedo; Aurélio Campilho (Sensors, 2016)

Content-Based Image Retrieval by Metric Learning From Radiology Reports: Application to Interstitial Lung Diseases. - José Ramos; Thessa T. J. P. Kockelkorn; Isabel Ramos; Rui Ramos; Jan C. Grutters; Max A. Viergever; Bram van Ginneken; Aurélio J. C. Campilho (IEEE J. Biomed. Health Informatics, 2016)

Illumination Correction by Dehazing for Retinal Vessel Segmentation. - Benedetta Savelli; Alessandro Bria; Adrian Galdran; Claudio Marrocco; Mario Molinara; Aurélio J. C. Campilho; Francesco Tortorella (CBMS, 2017)

Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets. - Alessandro Bria; Claudio Marrocco; Adrian Galdran; Aurélio Campilho; Agnese Marchesi; Jan-Jurre Mordang; Nico Karssemeijer; Mario Molinara; Francesco Tortorella (ICIAP (2), 2017)

Improving Convolutional Neural Network Design via Variable Neighborhood Search. - Teresa Araujo; Guilherme Aresta; Bernardo Almada-Lobo; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2017)

Adversarial Synthesis of Retinal Images from Vessel Trees. - Pedro Costa 005; Adrian Galdran; Maria Inês Meyer; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2017)

A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images. - Maria Inês Meyer; Pedro Costa 005; Adrian Galdran; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2017)

EyeQual: Accurate, Explainable, Retinal Image Quality Assessment. - Pedro Costa 005; Aurélio J. C. Campilho; Bryan Hooi; Asim Smailagic; Kris Kitani; Shenghua Liu; Christos Faloutsos; Adrian Galdran (ICMLA, 2017)

Objective quality assessment of retinal images based on texture features. - Beatriz Remeseiro; Ana Maria Mendonça; Aurélio J. C. Campilho (IJCNN, 2017)

Estimation of retinal vessel caliber using model fitting and random forests. - Teresa Araujo; Ana Maria Mendonça; Aurélio Campilho (Computer-Aided Diagnosis, 2017)

Detection of juxta-pleural lung nodules in computed tomography images. - Guilherme Aresta; António Cunha; Aurélio Campilho (Computer-Aided Diagnosis, 2017)

Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs. - Ana Maria Mendonça; Beatriz Remeseiro; Behdad Dashtbozorg; Aurélio Campilho (Computer-Aided Diagnosis, 2017)

Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images. - Luis Gonçalves; Jorge Novo; António Cunha; Aurélio J. C. Campilho (VISIGRAPP (6: VISAPP), 2017)

Towards Adversarial Retinal Image Synthesis. - Pedro Costa 005; Adrian Galdran; Maria Inês Meyer; Michael David Abràmoff; Meindert Niemeijer; Ana Maria Mendonça; Aurélio Campilho (CoRR, 2017)

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis. - Adrian Galdran; Aitor Alvarez-Gila; Maria Inês Meyer; Cristina López Saratxaga; Teresa Araujo; Estíbaliz Garrote; Guilherme Aresta; Pedro Costa 005; Ana Maria Mendonça; Aurélio J. C. Campilho (CoRR, 2017)

Convolutional bag of words for diabetic retinopathy detection from eye fundus images. - Pedro Costa 005; Aurélio Campilho (IPSJ Trans. Comput. Vis. Appl., 2017)

Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules. - Carlos A. Ferreira; António Cunha; Ana Maria Mendonça; Aurélio Campilho (CIARP, 2018)

End-to-End Ovarian Structures Segmentation. - Diego S. Wanderley; Catarina B. Carvalho; Ana Domingues; Carla Peixoto; Duarte Pignatelli; Jorge Beires; Jorge Silva 003; Aurélio Campilho (CIARP, 2018)

Radiologists' Gaze Characterization During Lung Nodule Search in Thoracic CT. - Marlene Machado; Guilherme Aresta; Patrícia Leitão; André Silva Carvalho; Márcio Rodrigues; Isabel Ramos; António Cunha; Aurélio J. C. Campilho (ICGI, 2018)

Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2. - Carlos A. Ferreira; Tânia Melo; Patrick Sousa; Maria Inês Meyer; Elham Shakibapour; Pedro Costa 005; Aurélio Campilho (ICIAR, 2018)

Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study. - Tânia Melo; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2018)

Deep Convolutional Artery/Vein Classification of Retinal Vessels. - Maria Inês Meyer; Adrian Galdran; Pedro Costa 005; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2018)

Weakly Supervised Fog Detection. - Adrian Galdran; Pedro Costa 005; Javier Vazquez-Corral; Aurélio Campilho (ICIP, 2018)

MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis. - Asim Smailagic; Pedro Costa 005; Hae Young Noh; Devesh Walawalkar; Kartik Khandelwal; Adrian Galdran; Mostafa Mirshekari; Jonathon Fagert; Susu Xu; Pei Zhang 001; Aurélio J. C. Campilho (ICMLA, 2018)

End-to-End Supervised Lung Lobe Segmentation. - Filipe T. Ferreira; Patrick Sousa; Adrian Galdran; Marta R. Sousa; Aurélio Campilho (IJCNN, 2018)

A robust anisotropic edge detection method for carotid ultrasound image processing. - José Rouco; Catarina B. Carvalho; Ana Domingues; Elsa Azevedo; Aurélio Campilho (KES, 2018)

UOLO - Automatic Object Detection and Segmentation in Biomedical Images. - Teresa Araújo; Guilherme Aresta; Adrian Galdran; Pedro Costa 005; Ana Maria Mendonça; Aurélio Campilho (DLMIA/ML-CDS@MICCAI, 2018)

Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography. - Guilherme Aresta; Teresa Araújo; Colin Jacobs; Bram van Ginneken; António Cunha; Isabel Ramos; Aurélio Campilho (RAMBO+BIA+TIA@MICCAI, 2018)

A No-Reference Quality Metric for Retinal Vessel Tree Segmentation. - Adrian Galdran; Pedro Costa 005; Alessandro Bria; Teresa Araújo; Ana Maria Mendonça; Aurélio Campilho (MICCAI (1), 2018)

A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection. - Maria Inês Meyer; Adrian Galdran; Ana Maria Mendonça; Aurélio Campilho (MICCAI (2), 2018)

A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images. - Pedro Costa 005; Adrian Galdran; Asim Smailagic; Aurélio J. C. Campilho (IEEE Access, 2018)

BACH: Grand Challenge on Breast Cancer Histology Images. - Guilherme Aresta; Teresa Araújo; Scotty Kwok; Sai Saketh Chennamsetty; Mohammed Safwan K. P.; Alex Varghese; Bahram Marami; Marcel Prastawa; Monica Chan; Michael J. Donovan; Gerardo Fernandez; Jack Zeineh; et al. (CoRR, 2018)

iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network. - Guilherme Aresta; Colin Jacobs; Teresa Araújo; António Cunha; Isabel Ramos; Bram van Ginneken; Aurélio Campilho (CoRR, 2018)

End-to-End Adversarial Retinal Image Synthesis. - Pedro Costa 005; Adrian Galdran; Maria Inês Meyer; Meindert Niemeijer; Michael Abramoff; Ana Maria Mendonça; Aurélio J. C. Campilho (IEEE Trans. Medical Imaging, 2018)

Deep Learning Approaches for Gynaecological Ultrasound Image Segmentation: A Radio-Frequency vs B-mode Comparison. - Catarina B. Carvalho; Sónia Marques; Carla Peixoto; Duarte Pignatelli; Jorge Beires; Jorge Silva 003; Aurélio Campilho (ICIAR (2), 2019)

Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images. - Asim Smailagic; Anupma Sharan; Pedro Costa 005; Adrian Galdran; Alex Gaudio; Aurélio Campilho (ICIAR (2), 2019)

Real-Time Informative Laryngoscopic Frame Classification with Pre-Trained Convolutional Neural Networks. - Adrian Galdran; Pedro Costa 005; Aurélio Campilho (ISBI, 2019)

Uncertainty-Aware Artery/Vein Classification on Retinal Images. - Adrian Galdran; Maria Inês Meyer; Pedro Costa 005; Ana Maria Mendonça; Aurélio Campilho (ISBI, 2019)

Learning to Segment the Lung Volume from CT Scans Based on Semi-Automatic Ground-Truth. - Patrick Sousa; Adrian Galdran; Pedro Costa 005; Aurélio Campilho (ISBI, 2019)

EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection. - Pedro Costa 005; Teresa Araújo; Guilherme Aresta; Adrian Galdran; Ana Maria Mendonça; Asim Smailagic; Aurélio Campilho (MVA, 2019)

Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance. - Guilherme Aresta; Carlos A. Ferreira; João Pedrosa; Teresa Araújo; João Rebelo; Eduardo Negrão; Margarida Morgado; Filipe Alves; António Cunha; Isabel Ramos; Aurélio Campilho (CoRR, 2019)

LNDb: A Lung Nodule Database on Computed Tomography. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Márcio Rodrigues; Patrícia Leitão; André Silva Carvalho; João Rebelo; Eduardo Negrão; Isabel Ramos; António Cunha; Aurélio Campilho (CoRR, 2019)

An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans. - Elham Shakibapour; António Cunha; Guilherme Aresta; Ana Maria Mendonça; Aurélio Campilho (Expert Syst. Appl., 2019)

A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images. - Catarina B. Carvalho; João Pedrosa; Carolina Maia; Susana Penas; Ângela Carneiro; Luís Mendonça; Ana Maria Mendonça; Aurélio Campilho (ICIAR (2), 2020)

Enhancement of Retinal Fundus Images via Pixel Color Amplification. - Alex Gaudio; Asim Smailagic; Aurélio Campilho (ICIAR (2), 2020)

Optic Disc and Fovea Detection in Color Eye Fundus Images. - Ana Maria Mendonça; Tânia Melo; Teresa Araújo; Aurélio Campilho (ICIAR (2), 2020)

Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization. - Carlos A. Ferreira; Guilherme Aresta; João Pedrosa; João Rebelo; Eduardo Negrão; António Cunha; Isabel Ramos; Aurélio Campilho (ISBI, 2020)

Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images. - Teresa Araújo; Guilherme Aresta; Luís Mendonça; Susana Penas; Carolina Maia; Ângela Carneiro; Ana Maria Mendonça; Aurélio Campilho (IEEE Access, 2020)

Microaneurysm detection in color eye fundus images for diabetic retinopathy screening. - Tânia Melo; Ana Maria Mendonça; Aurélio Campilho (Comput. Biol. Medicine, 2020)

DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. - Teresa Araújo; Guilherme Aresta; Luís Mendonça; Susana Penas; Carolina Maia; Ângela Carneiro; Ana Maria Mendonça; Aurélio Campilho (Medical Image Anal., 2020)

Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance. - Guilherme Aresta; Carlos A. Ferreira; João Pedrosa; Teresa Araújo; João Rebelo; Eduardo Negrão; Margarida Morgado; Filipe Alves; António Cunha; Isabel Ramos; Aurélio Campilho (IEEE J. Biomed. Health Informatics, 2020)

O-MedAL: Online active deep learning for medical image analysis. - Asim Smailagic; Pedro Costa 005; Alex Gaudio; Kartik Khandelwal; Mostafa Mirshekari; Jonathon Fagert; Devesh Walawalkar; Susu Xu; Adrian Galdran; Pei Zhang 001; Aurélio Campilho; Hae Young Noh (WIREs Data Mining Knowl. Discov., 2020)

LNDb Dataset. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Márcio Rodrigues; Patrícia Leitão; André Silva Carvalho; João Rebelo; Eduardo Negrão; Isabel Ramos; António Cunha; Aurélio Campilho (Zenodo, 2020)

Segmentation of COVID-19 Lesions in CT Images. - Joana Rocha; Sofia Cardoso Pereira; Aurélio Campilho; Ana Maria Mendonça (BHI, 2021)

Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications. - Martim Quintas E. Sousa; João Pedrosa; Joana Rocha; Sofia Cardoso Pereira; Ana Maria Mendonça; Aurélio Campilho (BIBM, 2021)

Ovarian Structures Detection using Convolutional Neural Networks. - Diego S. Wanderley; Carlos A. Ferreira; Aurélio Campilho; Jorge Alves Silva (CENTERIS/ProjMAN/HCist, 2021)

A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images. - Pedro Costa 005; Aurélio Campilho; Jaime S. Cardoso 001 (CIARP, 2021)

A multi-task CNN approach for lung nodule malignancy classification and characterization. - Sónia Marques; Filippo Schiavo; Carlos A. Ferreira; João Pedrosa; António Cunha; Aurélio Campilho (Expert Syst. Appl., 2021)

LNDb challenge on automatic lung cancer patient management. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Gurraj Atwal; Hady Ahmady Phoulady; Xiaoyu Chen; Rongzhen Chen; Jiaoliang Li; Liansheng Wang; Adrian Galdran; Hamid Bouchachia; Krishna Chaitanya Kaluva; et al. (Medical Image Anal., 2021)

Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation. - Beatriz Remeseiro; Ana Maria Mendonça; Aurélio Campilho (Vis. Comput., 2021)

HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. - Elvin Johnson; Shreshta Mohan; Alex Gaudio; Asim Smailagic; Christos Faloutsos; Aurélio Campilho (BHI, 2022)

Automatic Label Detection in Chest Radiography Images. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Ana Maria Mendonça; Aurélio Campilho (BIOIMAGING, 2022)

Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images. - Joana Rocha; Sofia Cardoso Pereira; João Pedrosa; Aurélio Campilho; Ana Maria Mendonça (CBMS, 2022)

Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds. - Alex Gaudio; Miguel T. Coimbra; Aurélio Campilho; Asim Smailagic; Samuel E. Schmidt; Francesco Renna (CinC, 2022)

Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection. - João Pedrosa; Pedro Sousa; Joana Silva 001; Ana Maria Mendonça; Aurélio Campilho (IbPRIA, 2022)

An active learning approach for support device detection in chest radiography images. - Raquel Belo; Joana Rocha; Ana Maria Mendonça; Aurélio Campilho (ICMV, 2022)

Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation. - Pedro Costa 005; Alex Gaudio; Aurélio Campilho; Jaime S. Cardoso 001 (MIDL, 2022)

Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans. - Kristen M. Meiburger; Francesco Marzola; Guillaume Zahnd; Francesco Faita; Christos P. Loizou; Nolann Lainé; Catarina Carvalho; David A. Steinman; Lorenzo Gibello; Rosa Maria Bruno; Ricarda Clarenbach; Martina Francesconi; et al. (Comput. Biol. Medicine, 2022)

Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector. - Pedro Costa 005; Yongpan Fu; João Nunes; Aurélio Campilho; Jaime S. Cardoso 001 (CoRR, 2022)

LNDb Dataset. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Márcio Rodrigues; Patrícia Leitão; André Silva Carvalho; João Rebelo; Eduardo Negrão; Isabel Ramos; António Cunha; Aurélio Campilho (Zenodo, 2022)

LNDb Dataset. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Márcio Rodrigues; Patrícia Leitão; André Silva Carvalho; João Rebelo; Eduardo Negrão; Isabel Ramos; António Cunha; Aurélio Campilho (Zenodo, 2022)

Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification. - Joana Rocha; Ana Maria Mendonça; Sofia Cardoso Pereira; Aurélio Campilho (BIBM, 2023)

Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging. - Ricardo Coimbra Brioso; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho (CBMS, 2023)

OCT Image Synthesis through Deep Generative Models. - Tânia Melo; Jaime S. Cardoso 001; Ângela Carneiro; Aurélio Campilho; Ana Maria Mendonça (CBMS, 2023)

Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework. - João Pedrosa; Pedro Sousa; Joana Silva 001; Ana Maria Mendonça; Aurélio Campilho (CBMS, 2023)

Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening. - Rui Santos; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho (IbPRIA, 2023)

Addressing Chest Radiograph Projection Bias in Deep Classification Models. - Sofia Cardoso Pereira; Joana Rocha; Alex Gaudio; Asim Smailagic; Aurélio Campilho; Ana Maria Mendonça (MIDL, 2023)

CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. - Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Martin Weigert 001; Uwe Schmidt; Wenhua Zhang; Jun Zhang 018; Sen Yang 006; Jinxi Xiang; Xiyue Wang; Josef Lorenz Rumberger; Elias Baumann; et al. (CoRR, 2023)

ExplainFix: Explainable spatially fixed deep networks. - Alex Gaudio; Christos Faloutsos; Asim Smailagic; Pedro Costa 005; Aurélio Campilho (WIREs Data. Mining. Knowl. Discov., 2023)

DeepFixCX: Explainable privacy-preserving image compression for medical image analysis. - Alex Gaudio; Asim Smailagic; Christos Faloutsos; Shreshta Mohan; Elvin Johnson; Yuhao Liu; Pedro Costa 005; Aurélio Campilho (WIREs Data. Mining. Knowl. Discov., 2023)

Lightweight multi-scale classification of chest radiographs via size-specific batch normalization. - Sofia Cardoso Pereira; Joana Rocha; Aurélio Campilho; Pedro Sousa; Ana Maria Mendonça (Comput. Methods Programs Biomed., 2023)

LNDb Dataset. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Márcio Rodrigues; Patrícia Leitão; André Silva Carvalho; João Rebelo; Eduardo Negrão; Isabel Ramos; António Cunha; Aurélio Campilho (Zenodo, 2023)

DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets. - Sofia Cardoso Pereira; João Pedrosa; Joana Rocha; Pedro Sousa; Aurélio Campilho; Ana Maria Mendonça (BIBM, 2024)

Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs. - João Pedrosa; Sofia Cardoso Pereira; Joana Silva 001; Ana Maria Mendonça; Aurélio Campilho (DGM4MICCAI@MICCAI, 2024)

Automated image label extraction from radiology reports - A review. - Sofia Cardoso Pereira; Ana Maria Mendonça; Aurélio Campilho; Pedro Sousa; Carla Teixeira Lopes (Artif. Intell. Medicine, 2024)

Towards automatic forecasting of lung nodule diameter with tabular data and CT imaging. - Carlos A. Ferreira; Kiran Vaidhya Venkadesh; Colin Jacobs; Miguel T. Coimbra; Aurélio Campilho (Biomed. Signal Process. Control., 2024)

STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images. - Joana Rocha; Sofia Cardoso Pereira; João Pedrosa; Aurélio Campilho; Ana Maria Mendonça (Artif. Intell. Medicine, 2024)

Multitask Learning Approach for Foveal Avascular Zone Segmentation in OCTA Images. - Tânia Melo; Ângela Carneiro; Aurélio Campilho; Ana Maria Mendonça (IbPRIA (2), 2025)

Grad-CAM: The impact of large receptive fields and other caveats. - Rui Santos; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho (Comput. Vis. Image Underst., 2025)