António Cunha

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

Research Challenges for Augmenting Endoscopy Image Datasets using Image Combination Methodologies.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images.

[BibT_eX]

[DOI]

Rodrigo Fernandes

Alexandre Pessoa

José Nogueira

Anselmo Cardoso de Paiva

Ishak Paçal

Marta Salgado

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

Phase Unwrapping using ML methods.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

Quality assessment of Low-cost retinal Videos for Glaucoma screening.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

2022

LNDb Dataset.

[BibT_eX]

[DOI]

Dataset, October, 2022

Evaluations of Deep Learning Approaches for Glaucoma Screening Using Retinal Images from Mobile Device.

[BibT_eX]

[DOI]

Alexandre Neto

Sensors, 2022

Detection and Mosaicing Techniques for Low-Quality Retinal Videos.

[BibT_eX]

[DOI]

Bruno Silva

António Jorge Gouveia

Ivan Miguel Pires

Sensors, 2022

Multiple instance learning for lung pathophysiological findings detection using CT scans.

[BibT_eX]

[DOI]

Miguel Correia Da Silva

Medical Biol. Eng. Comput., 2022

Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification.

[BibT_eX]

[DOI]

Alexandre Neto

Ivan Miguel Pires

María Vanessa Villasana

Eftim Zdravevski

J. Imaging, 2022

A Review on Deep Learning-Based Automatic Lipreading.

[BibT_eX]

[DOI]

Carlos Santos

Luís Gonzaga Mendes Magalhães

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

Deep Learning Glaucoma Detection Models in Retinal Images Capture by Mobile Devices.

[BibT_eX]

[DOI]

Roberto Flavio Rezende

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

Preliminary Study of Deep Learning Algorithms for Metaplasia Detection in Upper Gastrointestinal Endoscopy.

[BibT_eX]

[DOI]

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

Evaluating Rotation Invariant Strategies for Mitosis Detection Through YOLO Algorithms.

[BibT_eX]

[DOI]

Dibet Garcia Gonzalez

João Carias

Yusbel Chávez Castilla

José Rodrigues

Telmo Adão

Rui Jesus

Vitor Manuel Leitão de Sousa

Lina Carvalho

Rui Almeida

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

Diabetic Retinopathy Detection Using Convolutional Neural Networks for Mobile Use.

[BibT_eX]

[DOI]

Meltem Esengönül

Anselmo Cardoso de Paiva

João M. F. Rodrigues

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

A Review on the Video Summarization and Glaucoma Detection.

[BibT_eX]

[DOI]

Tales Correia

Proceedings of the Wireless Mobile Communication and Healthcare, 2022

Using Deep Learning for Detection and Classification of Insects on Traps.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Detecting Earthquakes in SAR Interferogram with Vision Transformer.

[BibT_eX]

[DOI]

Bruno Silva

Joaquim João Sousa

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery.

[BibT_eX]

[DOI]

Nuno Figueiredo

Alexandre Neto

António M. R. Sousa

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Segmentation as a Preprocessing Tool for Automatic Grapevine Classification.

[BibT_eX]

[DOI]

Gabriel Antonio Carneiro

Luís Pádua

Emanuel Peres

Raul Morais

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Grapevine Varieties Identification Using Vision Transformers.

[BibT_eX]

[DOI]

Gabriel Antonio Carneiro

Luís Pádua

Emanuel Peres

Raul Morais

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

PS-InSAR Target Classification Using Deep Learning.

[BibT_eX]

[DOI]

Pedro Aguiar

Antonio M. Ruiz-Armenteros

Matus Bakon

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Synthesizing 3D Lung CT scans with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Miguel Correia Da Silva

Hélder P. Oliveira

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Using deep learning for automatic detection of insects in traps.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

A deep learning approach for automatic counting of bedbugs and grape moth.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

Migration of a stock management application in the healthcare industry to a Web/Mobile environment: a project report.

[BibT_eX]

[DOI]

Cátia Machado

António Jorge Gouveia

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

Exploratory approach for automatic detection of vine rows in terrace vineyards.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

Glaucoma Detection using Convolutional Neural Networks for Mobile Use.

[BibT_eX]

[DOI]

Meltem Esengönül

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

2021

LNDb challenge on automatic lung cancer patient management.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

A multi-task CNN approach for lung nodule malignancy classification and characterization.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning.

[BibT_eX]

[DOI]

Miguel Correia Da Silva

IEEE Access, 2021

Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

The Impact of Interstitial Diseases Patterns on Lung CT Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Deformation Fringes Detection in SAR interferograms Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Polyps Detection in Colonoscopies.

[BibT_eX]

[DOI]

José Ribeiro

Sara Nóbrega

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Optic disc and cup segmentations for glaucoma assessment using cup-to-disc ratio.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Machine Learning automatic assessment for glaucoma and myopia based on Corvis ST data.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Abnormality classification in small datasets of capsule endoscopy images.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Grapevine Segmentation in RGB Images using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Analyzing the Fine Tuning's impact in Grapevine Classification.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Exploring Dataset Manipulation via Machine Learning for Botnet Traffic.

[BibT_eX]

[DOI]

Rodrigo Abrantes

Pedro Mestre

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

LNDb Dataset.

[BibT_eX]

[DOI]

Dataset, November, 2020

Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2020

Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images.

[BibT_eX]

[DOI]

Joana Rocha

Ana Maria Mendonça

J. Medical Syst., 2020

Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Low-Resolution Retinal Image Vessel Segmentation.

[BibT_eX]

[DOI]

Hasan A. Zengin

João M. F. Rodrigues

Proceedings of the Universal Access in Human-Computer Interaction. Applications and Practice, 2020

Multivariate Outlier Detection in Postprocessing of Multi-temporal PS-InSAR Results using Deep Learning.

[BibT_eX]

[DOI]

Pedro Aguiar

Antonio M. Ruiz-Armenteros

Matus Bakon

Joaquim João Sousa

Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020

2019

An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

LNDb: A Lung Nodule Database on Computed Tomography.

[BibT_eX]

[DOI]

CoRR, 2019

Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance.

[BibT_eX]

[DOI]

CoRR, 2019

Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic Capsules.

[BibT_eX]

[DOI]

Gil Pinheiro

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images.

[BibT_eX]

[DOI]

Joana Rocha

Ana Maria Mendonça

Proceedings of the Progress in Artificial Intelligence, 2019

Lesions Multiclass Classification in Endoscopic Capsule Frames.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019

Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames.

[BibT_eX]

[DOI]

Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019

2018

iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network.

[BibT_eX]

[DOI]

CoRR, 2018

Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Radiologists' Gaze Characterization During Lung Nodule Search in Thoracic CT.

[BibT_eX]

[DOI]

Aurélio J. C. Campilho

Proceedings of the International Conference on Graphics and Interaction, 2018

Machine learning classification methods in hyperspectral data processing for agricultural applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Geoinformatics and Data Analysis, 2018

Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Deep Homography Based Localization on Videos of Endoscopic Capsules.

[BibT_eX]

[DOI]

Gil Pinheiro

Marta Salgado

Hélder P. Oliveira

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images.

[BibT_eX]

[DOI]

Luis Gonçalves

Jorge Novo

Aurélio J. C. Campilho

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017

Detection of juxta-pleural lung nodules in computed tomography images.

[BibT_eX]

[DOI]

Guilherme Aresta

Aurélio Campilho

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016

Helping Older People: Is there an App for that?

[BibT_eX]

[DOI]

Evandro Cunha

Emanuel Peres

Paula Trigueiros Cunha

Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016

Automatic Meal Intake Monitoring Using Hidden Markov Models.

[BibT_eX]

[DOI]

Luís Costa

Paula Trigueiros Cunha

2015

Usability test of 3Dconnexion 3D mice versus keyboard + mouse in Second Life undertaken by people with motor disabilities due to medullary lesions.

[BibT_eX]

[DOI]

Márcio Garcia Martins

Irene Oliveira

Leonel Morgado

Univers. Access Inf. Soc., 2015

Towards Modern Cost-effective and Lightweight Augmented Reality Setups.

[BibT_eX]

[DOI]

Int. J. Web Portals, 2015

Cost-effective and Lightweight Mobile Units for MixAR: A Comparative Trial among Different Setups.

[BibT_eX]

[DOI]

Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

Mobile RHS: A Mobile Application to Support the "River Habitat Survey" Methodology.

[BibT_eX]

[DOI]

Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

HelpWave: An Integrated Web Centred System.

[BibT_eX]

[DOI]