Algoritmi | User | António Manuel Trigueiros da Silva Cunha
António Manuel Trigueiros da Silva Cunha
António Manuel Trigueiros da Silva Cunha
At Algoritmi
Researcher with PhD
Member of the IE R&D Group
Academic Degree
PhD
Current Position
Assistant Professor at Universidade de Trás-os-Montes e Alto Douro
Personal Webpage
Personal Email
antonio.cunha@inesctec.ptOrcid
0000-0002-3458-7693Researcher ID
Ciência ID
Google Scholar
h-index
Publications
Editorial
2Citations
0Q1 / Q2
0About Me
He is an Assistant Professor in the Department of Engineering at the University of Trás-os-Montes and AltoDouro (UTAD), Portugal. António Cunha is also a Project Member in 7 funded research project. He graduated in1993 and started working at STCP, the Public Transport's operator of Porto. He made his master's thesis in 1998, and obtained his doctorate in 2005, in the area of computer vision related to control of automated guided vehicles. He is member of Centre for Biomedical Engineering Research (C-BER), INESC TEC since 2015. His research interests include medical image analysis, bio-image analysis, computer vision, image and video processing, machine learning, artificial intelligence, particularly in Computer-aided Diagnosis applied in several imaging modalities, and computer-aid diagnosis endoscopic capsule videos and computed tomography of the lung.
Publications (180)
A Multi-Stage Automatic Method Based on a Combination of Fully Convolutional Networks for Cardiac Segmentation in Short-Axis MRI
Applied Sciences
2024 | journal-article
Deep Learning and Machine Learning for Automatic Grapevine Varieties Identification: A Brief Review
2024 | preprint
Deep Learning for Automatic Grapevine Varieties Identification: A Brief Review
2024 | preprint
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images
International Conference on Enterprise Information Systems, ICEIS - Proceedings
2024 | conference-paper
A One-Step Methodology for Identifying Concrete Pathologies Using Neural Networks-Using YOLO v8 and Dataset Review
APPLIED SCIENCES-BASEL
2024 | journal-article
A Vision Transformer Approach to Fundus Image Classification
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review
IEEE Access
2024 | journal-article
Automatic Detection of Polyps Using Deep Learning
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Automatic classification of abandonment in Douro’s vineyard parcels
Procedia Computer Science
2024 | journal-article
Automating the Annotation of Medical Images in Capsule Endoscopy Through Convolutional Neural Networks and CBIR
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Clinical Perspectives on the Use of Computer Vision in Glaucoma Screening
MEDICINA-LITHUANIA
2024 | review
Deep Learning Model Evaluation and Insights in Inherited Retinal Disease Detection
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Does Fake News have Feelings?
Procedia Computer Science
2024 | journal-article
Enhancing EfficientNetv2 with global and efficient channel attention mechanisms for accurate MRI-Based brain tumor classification
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
2024 | preprint
Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review
IEEE ACCESS
2024 | journal-article
Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images
Procedia Computer Science
2024 | journal-article
Identification and Detection in Building Images of Biological Growths – Prevent a Health Issue
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Informative Classification of Capsule Endoscopy Videos Using Active Learning
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Multiple Instance Learning in Medical Images: A Systematic Review
IEEE ACCESS
2024 | journal-article
Phase Unwrapping using ML methods
Procedia Computer Science
2024 | journal-article
Quality assessment of Low-cost retinal Videos for Glaucoma screening
Procedia Computer Science
2024 | journal-article
Research Challenges for Augmenting Endoscopy Image Datasets using Image Combination Methodologies
Procedia Computer Science
2024 | journal-article
Similarity-Based Explanations for Deep Interpretation of Capsule Endoscopy Images
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Systematic review on weapon detection in surveillance footage through deep learning
COMPUTER SCIENCE REVIEW
2024 | review
Web Diagnosis for COVID-19 and Pneumonia Based on Computed Tomography Scans and X-rays
2024 | book-chapter
Low-Resolution Retinal Images Detection and Mosaicing using Deep Learning Methods
29th Portuguese Conference on Pattern Recognition
2023 | conference-poster
A Method for Detecting Pathologies in Concrete Structures Using Deep Neural Networks
Applied Sciences
2023 | journal-article
Deep Learning Models for the Classification of Crops in Aerial Imagery: A Review
Agriculture
2023 | journal-article
A Systematic Review on Automatic Insect Detection Using Deep Learning
Agriculture
2023 | journal-article
Special Issue on Novel Applications of Artificial Intelligence in Medicine and Health
Applied Sciences
2023 | journal-article
A Review on Deep Learning-Based Automatic Lipreading
2023 | book-chapter
A Review on the Video Summarization and Glaucoma Detection
2023 | book-chapter
AUTOMATIC DETECTION OF ABANDONED VINEYARDS USING AERIAL IMAGERY
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
AUTOMATIC IDENTIFICATION OF PUBLIC LIGHTING FAILURES IN SATELLITE IMAGES: A CASE STUDY IN SEVILLE, SPAIN
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Can the Segmentation Improve the Grape Varieties' Identification Through Images Acquired On-Field?
PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II
2023 | conference-paper
Colonoscopic Polyp Detection with Deep Learning Assist
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP, Lisbon, Portugal, February 19-21, 2023.
2023 | conference-paper
Deep Learning Glaucoma Detection Models in Retinal Images Capture by Mobile Devices
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | conference-paper
EVALUATING YOLO MODELS FOR GRAPE MOTH DETECTION IN INSECT TRAPS
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Evaluating Rotation Invariant Strategies for Mitosis Detection Through YOLO Algorithms
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | conference-paper
Gastric cancer detection based on Colorectal Cancer transfer learning
2023 IEEE 7TH PORTUGUESE MEETING ON BIOENGINEERING, ENBENG
2023 | conference-paper
Generative Adversarial Networks for Augmenting Endoscopy Image Datasets of Stomach Precancerous Lesions: A Review
IEEE ACCESS
2023 | review
Glaucoma Detection using Convolutional Neural Networks for Mobile Use
Procedia Computer Science
2023 | conference-paper
Lung CT image synthesis using GANs
EXPERT SYSTEMS WITH APPLICATIONS
2023 | journal-article
Migration of a stock management application in the healthcare industry to a Web/Mobile environment: A project report
Procedia Computer Science
2023 | conference-paper
Preface
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | other
STREET LIGHT SEGMENTATION IN SATELLITE IMAGES USING DEEP LEARNING
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Segmentation as a Pre-processing for Automatic Grape Moths Detection
PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II
2023 | conference-paper
Side effects of European eco schemes and agri-environment-climate measures on endangered species conservation: Clues from a case study in mountain vineyard landscapes
ECOLOGICAL INDICATORS
2023 | journal-article
TRANSFER-LEARNING ON LAND USE AND LAND COVER CLASSIFICATION
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Ten Years of Active Learning Techniques and Object Detection: A Systematic Review
APPLIED SCIENCES-BASEL
2023 | review
Wireless Mobile Communication and Healthcare
2023 | book
A Brief Review on the Video Summarization for Glaucoma Detection
EAI MobiHealth 2022
2022 | conference-paper
Deep learning for detecting cracks in painted building facades
Euro-American Congress. Construction, Pathology, Reabilitation Technology and Heritage Management
2022 | conference-paper
Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022 | conference-paper
Retinal Glaucoma Public Datasets: What Do We Have and What Is Missing?
Journal of Clinical Medicine
2022 | journal-article
Artificial Intelligence for Upper Gastrointestinal Endoscopy: A Roadmap from Technology Development to Clinical Practice
Diagnostics
2022 | journal-article
A Comprehensive Review of Methods and Equipment for Aiding Automatic Glaucoma Tracking
Diagnostics
2022 | journal-article
A Systematic Review of Artificial Intelligence Applications Used for Inherited Retinal Disease Management
Medicina
2022 | journal-article
Detection and Mosaicing Techniques for Low-Quality Retinal Videos
Sensors
2022 | journal-article
Towards Machine Learning-Aided Lung Cancer Clinical Routines: Approaches and Open Challenges
Journal of Personalized Medicine
2022 | journal-article
Evaluations of Deep Learning Approaches for Glaucoma Screening Using Retinal Images from Mobile Device
Sensors
2022 | journal-article
Lung Segmentation in CT Images: A Residual U-Net Approach on a Cross-Cohort Dataset
Applied Sciences
2022 | journal-article
Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification
Journal of Imaging
2022 | journal-article
A deep learning approach for automatic counting of bedbugs and grape moth
CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies 2022, Hybrid Event / Lisbon, Portugal, November 9-11, 2022.
2022 | conference-paper
Bioprocess Development of TILT-123 Oncolytic Adenovirus: From R&D Scale to cGMP Manufacturing
Molecular Therapy
2022 | journal-article
Classification of Video Capsule Endoscopy Images Using Visual Transformers
2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22)
2022 | conference-paper
DEEP LEARNING APPROACH FOR TERRACE VINEYARDS DETECTION FROM GOOGLE EARTH SATELLITE IMAGERY
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
DEEP LEARNING FOR DETECTING CRACKS IN PAINTED BUILDING FAÇADES
REHABEND
2022 | conference-paper
DETECTING EARTHQUAKES IN SAR INTERFEROGRAM WITH VISION TRANSFORMER
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Diabetic Retinopathy Detection Using Convolutional Neural Networks for Mobile Use
Wireless Mobile Communication and Healthcare - 11th EAI International Conference, MobiHealth 2022, Virtual Event, November 30 - December 2, 2022, Proceedings
2022 | conference-paper
Exploratory approach for automatic detection of vine rows in terrace vineyards
CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies 2022, Hybrid Event / Lisbon, Portugal, November 9-11, 2022.
2022 | conference-paper
GRAPEVINE VARIETIES IDENTIFICATION USING VISION TRANSFORMERS
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Multiple instance learning for lung pathophysiological findings detection using CT scans
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
2022 | journal-article
PS-INSAR TARGET CLASSIFICATION USING DEEP LEARNING
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Preliminary Study of Deep Learning Algorithms for Metaplasia Detection in Upper Gastrointestinal Endoscopy
Wireless Mobile Communication and Healthcare - 11th EAI International Conference, MobiHealth 2022, Virtual Event, November 30 - December 2, 2022, Proceedings
2022 | conference-paper
SEGMENTATION AS A PREPROCESSING TOOL FOR AUTOMATIC GRAPEVINE CLASSIFICATION
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Synthesizing 3D Lung CT scans with Generative Adversarial Networks
44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022
2022 | conference-paper
USING DEEP LEARNING FOR DETECTION AND CLASSIFICATION OF INSECTS ON TRAPS
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features
44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022
2022 | conference-paper
Using deep learning for automatic detection of insects in traps
CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies 2022, Hybrid Event / Lisbon, Portugal, November 9-11, 2022.
2022 | conference-paper
A multi-task CNN approach for lung nodule malignancy classification and characterization
Expert Systems with Applications
2021 | journal-article
Segmentation of optic disc and cup for glaucoma analysis using cup-to-disc ratio
27th Portuguese Conference on Pattern Recognition
2021 | conference-poster
ML Segmentation Models to Automatically Identify Areas Affected by Earthquakes
2021 Dragon Symposium
2021 | conference-poster
Unbalanced Technics to Improve the Train for ML Models to Detect Earthquake Fringes
2021 Dragon Symposium
2021 | conference-poster
Lung CT Image Synthesis using Generative Adversarial Networks
Medical Image Understanding and Analysis
2021 | conference-paper
Detect Earthquake In SAR Interferograms Using Machine Learning
Fringe 2021
2021 | conference-poster
A Convolutional Neural Network-based Ancient Sundanese Character Classifier with Data Augmentation
5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE 2020
2021 | conference-paper
Abnormality classification in small datasets of capsule endoscopy images
Procedia Computer Science
2021 | conference-paper
Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning
Procedia Computer Science
2021 | conference-paper
Comprehensive Perspective for Lung Cancer Characterisation Based on AI Solutions Using CT Images
JOURNAL OF CLINICAL MEDICINE
2021 | journal-article
Deformation Fringes Detection in SAR interferograms Using Deep Learning
Procedia Computer Science
2021 | conference-paper
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning
IEEE ACCESS
2021 | journal-article
Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer
2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
2021 | conference-paper
Exploring Dataset Manipulation via Machine Learning for Botnet Traffic
Procedia Computer Science
2021 | conference-paper
Grapevine Segmentation in RGB Images using Deep Learning
Procedia Computer Science
2021 | conference-paper
Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, July 11-16, 2021
2021 | conference-paper
LNDb challenge on automatic lung cancer patient management
Medical Image Analysis
2021 | journal-article
Machine Learning and Feature Selection Methods for EGFR Mutation Status Prediction in Lung Cancer
APPLIED SCIENCES-BASEL
2021 | journal-article
Machine Learning automatic assessment for glaucoma and myopia based on Corvis ST data
Procedia Computer Science
2021 | conference-paper
Multivariate Outlier Detection in Postprocessing of Multi-temporal PS-InSAR Results using Deep Learning
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES 2020 (CENTERIS/PROJMAN/HCIST 2020)
2021 | conference-paper
Optic disc and cup segmentations for glaucoma assessment using cup-to-disc ratio
Procedia Computer Science
2021 | conference-paper
Polyps Detection in Colonoscopies
Procedia Computer Science
2021 | conference-paper
Sharing Biomedical Data: Strengthening AI Development in Healthcare
HEALTHCARE
2021 | journal-article
Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021, Houston, TX, USA, December 9-12, 2021
2021 | conference-paper
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation
2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
2021 | conference-paper
The Role of Liquid Biopsy in Early Diagnosis of Lung Cancer
FRONTIERS IN ONCOLOGY
2021 | other
Pre-Training Autoencoder for Lung Nodule Malignancy Assessment Using CT Images
Applied Sciences
2020 | journal-article
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists’ Screening Performance
IEEE Journal of Biomedical and Health Informatics
2020 | journal-article
THE ROLE OF RADIOGENOMICS IN EGFR AND KRAS MUTATION STATUS PREDICTION AMONG NON-SMALL CELL LUNG CANCER PATIENTS
Chest
2020 | journal-article
Predicting EGFR mutation status in non-small cell lung cancer using radiogenomics modeling
XXVII Congresso de Pneumologia do Norte
2020 | conference-abstract
Automatic Lung Reference Model
XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019
2020 | conference-paper
CLASSIFICATION OF LUNG NODULES IN CT VOLUMES USING THE LUNG-RADSTM GUIDELINES WITH UNCERTAINTY PARAMETERIZATION
2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020)
2020 | conference-paper
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images
JOURNAL OF MEDICAL SYSTEMS
2020 | journal-article
Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS
SCIENTIFIC REPORTS
2020 | journal-article
LNDetector: A Flexible Gaze Characterisation Collaborative Platform for Pulmonary Nodule Screening
XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019
2020 | conference-paper
Low-Resolution Retinal Image Vessel Segmentation
Universal Access in Human-Computer Interaction. Applications and Practice
2020 | book-chapter
Segmentation of Pulmonary Nodules in CT Images Using the Sliding Band Filter
XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019
2020 | conference-paper
LNDb: A Lung Nodule Database on Computed Tomography
2019 | other
Aiming for automatic lung cancer screening in low dose computed tomography
RECPAD 2019 - Portuguese Conference on Pattern Recognition
2019 | conference-poster
Multiclass Lesions Classification in Colonic Images
RECPAD 2019 - Portuguese Conference on Pattern Recognition
2019 | conference-poster
Mutation status prediction of lung-cancer related genes
RECPAD 2019 - Portuguese Conference on Pattern Recognition
2019 | conference-poster
Rastreio do cancro do pulmão assistido por um sistema automático de detecção de nódulos pulmonares em imagens de tomografia computorizada
1º Encontro Nacional de Jovens Investigadores em Oncologia 2019
2019 | conference-poster
Detecting InSAR Deformation Patterns Using Deep Learning
ESA-MOST Dragon coperation, Dragon 4 Symposium
2019 | conference-poster
Application of Machine Learning for Classification of InSAR Deformation Patterns
Living Planet Symposium
2019 | conference-poster
Characterization of Water and Energy Consumptions at the End Use Level in Rural and Urban Environments: Preliminary Results of the ENERWAT Project
Urban Science
2019 | journal-article
An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans
EXPERT SYSTEMS WITH APPLICATIONS
2019 | journal-article
Comparison of conventional and deep learning based methods for pulmonary nodule segmentation in CT images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules
2019 | book-chapter
Lesions Multiclass Classification in Endoscopic Capsule Frames
Procedia Computer Science
2019 | journal-article
Prevalence of Indoor Air Pollution by Cooking Fuel and its Association with Respiratory Infections in Children in Peru: An Analysis of a Population Based, Cross-Sectional Survey
European Journal of Pediatrics
2019 | journal-article
Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction
Pattern Recognition and Image Analysis - 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part II
2019 | conference-paper
SMALL BOWEL MUCOSA SEGMENTATION FOR FRAME CHARACTERIZATION IN VIDEOS OF ENDOSCOPIC CAPSULES
2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019)
2019 | conference-paper
Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames
Procedia Computer Science
2019 | journal-article
Wide Residual Network for Lung-Rads (TM) Screening Referral
2019 6TH IEEE PORTUGUESE MEETING IN BIOENGINEERING (ENBENG)
2019 | conference-paper
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network
SCIENTIFIC REPORTS
2019 | journal-article
WATERS: A system architecture for acquire dwellings water & energy consumptions
5th Water Efficiency Conference
2018 | conference-paper
O projeto ENERWAT- Da água à energia: Caracterização, modelação e medidas para a diminuição dos consumos domésticos urbanos e rurais
Indústria e Ambiente
2018 | magazine-article
A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies
IMAGE ANALYSIS AND RECOGNITION (ICIAR 2018)
2018 | conference-paper
A pilot digital image processing approach for detecting vineyard parcels in Douro region through high-resolution aerial imagery
Proceedings of the International Conference on Geoinformatics and Data Analysis, ICGDA 2018, Prague, Czech Republic, April 20-22, 2018
2018 | conference-paper
Deep Homography Based Localization on Videos of Endoscopic Capsules
PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)
2018 | conference-paper
Learning Lung Nodule Malignancy Likelihood from Radiologist Annotations or Diagnosis Data
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING
2018 | journal-article
Machine learning classification methods in hyperspectral data processing for agricultural applications
Proceedings of the International Conference on Geoinformatics and Data Analysis, ICGDA 2018, Prague, Czech Republic, April 20-22, 2018
2018 | conference-paper
Radiologists' gaze characterization during lung nodule search in thoracic CT
2018 1ST INTERNATIONAL CONFERENCE ON GRAPHICS AND INTERACTION (ICGI 2018)
2018 | conference-paper
Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography
IMAGE ANALYSIS FOR MOVING ORGAN, BREAST, AND THORACIC IMAGES
2018 | conference-paper
Towards modern cost-effective and lightweight Augmented Reality setups
Virtual and Augmented Reality: Concepts, Methodologies, Tools, and Applications
2018 | book-chapter
Detection of juxta-pleural lung nodules in computed tomography images
Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017
2017 | conference-paper
Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images
PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 6
2017 | conference-paper
From water to energy: Methodology to characterize, measure and model urban and rural domestic consumptions
7th International Congress on Energy and Environment and management
2017 | conference-paper
From water to energy: low cost water & energy consumptions readings
CENTERIS 2017 - INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2017 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2017 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERI
2017 | conference-paper
Detection of small juxta-pleural nodules in computed tomography images,
RECPAD 2016 - Portuguese Conference on Pattern Recognition
2016 | conference-poster
Automatic meal intake monitoring using Hidden Markov Models
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016
2016 | conference-paper
Helping older people: is there an app for that?
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016
2016 | conference-paper
Success factors of CRM project management - A Literature Review [Fatores de sucesso da gestão de projetos de CRM - Uma revisão de literature]
Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao
2016 | conference-paper
Cost-effective and lightweight mobile units for MixAR: a comparative trial among different setups
CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2015
2015 | conference-paper
HelpWave: an integrated web centred system
CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2015
2015 | conference-paper
Mobile RHS: a mobile application to support the "River Habitat Survey" methodology
CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2015
2015 | conference-paper
Outsourcing of information systems services in banking in Portugal
Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao
2015 | conference-paper
Usability test of 3Dconnexion 3D mice versus keyboard plus mouse in Second Life undertaken by people with motor disabilities due to medullary lesions
UNIVERSAL ACCESS IN THE INFORMATION SOCIETY
2015 | journal-article
Evaluation of MS Kinect for elderly meal intake monitoring
CENTERIS 2014 - CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2014 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2014 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES
2014 | conference-paper
HelpmePills: a mobile pill recognition tool for elderly persons
CENTERIS 2014 - CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2014 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2014 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES
2014 | conference-paper
Reassuring the elderly regarding the use of mobile devices for mobility
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | conference-paper
Pedido provisório de patente nacional 106223 (AUTO-I-CARE)
2012 | other
Usability test of 3Dconnexion 3D mice versus keyboard plus mouse in Second Life undertaken by people with motor disabilities due to medullary lesions
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON SOFTWARE DEVELOPMENT FOR ENHANCING ACCESSIBILITY AND FIGHTING INFO-EXCLUSION (DSAI 2012)
2012 | conference-paper
A Colour Rotation Based Detector for Bleeding Gastric Pathologies
SIACG 2011 - Simpósio Ibero-Americano de Computação Gráfica
2011 | conference-paper
Endoscopy - Brief historical survey, developments and therapeutics
2011 IEEE 1st International Conference on Serious Games and Applications for Health, SeGAH 2011
2011 | conference-paper
Pedido provisório de patente nacional 105837 (MOBMAPS)
2011 | other
Planning of a usability test for 3D controllers in Second Life / OpenSimulator virtual worlds
2011 IEEE 1st International Conference on Serious Games and Applications for Health, SeGAH 2011, Braga, Portugal, November 16-18, 2011
2011 | conference-paper
A Two-Phase Ant Colony Optimization Algorithm for solving the Vehicle Routing Problem with Time Windows
RECPAD 2010 - Portuguese Conference on Pattern Recognition
2010 | conference-poster
USABILITY of 3D CONTROLLERS in SECOND LIFE
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON SOFTWARE DEVELOPMENT FOR ENHANCING ACCESSIBILITY AND FIGHTING INFO-EXCLUSION (DSAI 2010)
2010 | conference-paper
A certificação das empresas de construção civil no distrito de Braga - Principais motivações e dificuldades de implementação do SGQ ISO 9001
Engenharia'2009 - Inovação e Desenvolvimento
2009 | conference-paper
Implementação de um sistema de informação para a gestão da qualidade: caso de estudo de uma IPSS portuguesa
ADM 2009 - Congresso Internacional de Administração: Gestão estratégica em tempo de mudanças
2009 | conference-paper
Despensa inteligente: arquitectura e protótipo para a integração com sistemas de comércio electrónico
CollECTeR Iberoamerica, 6th
2008 | conference-paper
A pervasive nutritional monitoring and advise system - NutriMe
2008 | conference-paper
Smart pantry: Specification of a management system using UML
Proceedings of the IADIS International Conference on e-Society 2008
2008 | conference-paper
Smart Pantry: Architectures for integration with e-commerce systems
DSAI 2007 - Software Development for Enhancing Accessibility and Fighting Info-exclusion
2007 | conference-paper
Contribution of cutaneous inputs from the hindpaw to the control of locomotion in rats
19th Annual Meeting European Society of Veterinary Neurology (ESVN)
2006 | conference-paper
System for smart management of a larder
Desenvolvimento de Software para melhoria de Acessibilidade e combate à Info-exclusão
2006 | conference-paper
A distance perception model for AVG based on a moving camera
International Symposium on Advanced Intelligent Systems
2003 | conference-paper
Intelligent monitoring of public transport systems - Data consistency analysis
MANAGEMENT AND CONTROL OF PRODUCTION AND LOGISTICS, VOL 1 AND 2
1998 | conference-paper
Intelligent correction of telemetric data in public transport systems
IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS
1997 | conference-paper
History
Init | End | Change | Value |
---|
A Multi-Stage Automatic Method Based on a Combination of Fully Convolutional Networks for Cardiac Segmentation in Short-Axis MRI
Applied Sciences
2024 | journal-article
Deep Learning and Machine Learning for Automatic Grapevine Varieties Identification: A Brief Review
2024 | preprint
Deep Learning for Automatic Grapevine Varieties Identification: A Brief Review
2024 | preprint
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images
International Conference on Enterprise Information Systems, ICEIS - Proceedings
2024 | conference-paper
A One-Step Methodology for Identifying Concrete Pathologies Using Neural Networks-Using YOLO v8 and Dataset Review
APPLIED SCIENCES-BASEL
2024 | journal-article
A Vision Transformer Approach to Fundus Image Classification
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review
IEEE Access
2024 | journal-article
Automatic Detection of Polyps Using Deep Learning
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Automatic classification of abandonment in Douro’s vineyard parcels
Procedia Computer Science
2024 | journal-article
Automating the Annotation of Medical Images in Capsule Endoscopy Through Convolutional Neural Networks and CBIR
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Clinical Perspectives on the Use of Computer Vision in Glaucoma Screening
MEDICINA-LITHUANIA
2024 | review
Deep Learning Model Evaluation and Insights in Inherited Retinal Disease Detection
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Does Fake News have Feelings?
Procedia Computer Science
2024 | journal-article
Enhancing EfficientNetv2 with global and efficient channel attention mechanisms for accurate MRI-Based brain tumor classification
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
2024 | preprint
Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review
IEEE ACCESS
2024 | journal-article
Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images
Procedia Computer Science
2024 | journal-article
Identification and Detection in Building Images of Biological Growths – Prevent a Health Issue
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Informative Classification of Capsule Endoscopy Videos Using Active Learning
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Multiple Instance Learning in Medical Images: A Systematic Review
IEEE ACCESS
2024 | journal-article
Phase Unwrapping using ML methods
Procedia Computer Science
2024 | journal-article
Quality assessment of Low-cost retinal Videos for Glaucoma screening
Procedia Computer Science
2024 | journal-article
Research Challenges for Augmenting Endoscopy Image Datasets using Image Combination Methodologies
Procedia Computer Science
2024 | journal-article
Similarity-Based Explanations for Deep Interpretation of Capsule Endoscopy Images
Wireless Mobile Communication and Healthcare
2024 | book-chapter
Systematic review on weapon detection in surveillance footage through deep learning
COMPUTER SCIENCE REVIEW
2024 | review
Web Diagnosis for COVID-19 and Pneumonia Based on Computed Tomography Scans and X-rays
2024 | book-chapter
Low-Resolution Retinal Images Detection and Mosaicing using Deep Learning Methods
29th Portuguese Conference on Pattern Recognition
2023 | conference-poster
A Method for Detecting Pathologies in Concrete Structures Using Deep Neural Networks
Applied Sciences
2023 | journal-article
Deep Learning Models for the Classification of Crops in Aerial Imagery: A Review
Agriculture
2023 | journal-article
A Systematic Review on Automatic Insect Detection Using Deep Learning
Agriculture
2023 | journal-article
Special Issue on Novel Applications of Artificial Intelligence in Medicine and Health
Applied Sciences
2023 | journal-article
A Review on Deep Learning-Based Automatic Lipreading
2023 | book-chapter
A Review on the Video Summarization and Glaucoma Detection
2023 | book-chapter
AUTOMATIC DETECTION OF ABANDONED VINEYARDS USING AERIAL IMAGERY
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
AUTOMATIC IDENTIFICATION OF PUBLIC LIGHTING FAILURES IN SATELLITE IMAGES: A CASE STUDY IN SEVILLE, SPAIN
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Can the Segmentation Improve the Grape Varieties' Identification Through Images Acquired On-Field?
PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II
2023 | conference-paper
Colonoscopic Polyp Detection with Deep Learning Assist
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP, Lisbon, Portugal, February 19-21, 2023.
2023 | conference-paper
Deep Learning Glaucoma Detection Models in Retinal Images Capture by Mobile Devices
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | conference-paper
EVALUATING YOLO MODELS FOR GRAPE MOTH DETECTION IN INSECT TRAPS
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Evaluating Rotation Invariant Strategies for Mitosis Detection Through YOLO Algorithms
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | conference-paper
Gastric cancer detection based on Colorectal Cancer transfer learning
2023 IEEE 7TH PORTUGUESE MEETING ON BIOENGINEERING, ENBENG
2023 | conference-paper
Generative Adversarial Networks for Augmenting Endoscopy Image Datasets of Stomach Precancerous Lesions: A Review
IEEE ACCESS
2023 | review
Glaucoma Detection using Convolutional Neural Networks for Mobile Use
Procedia Computer Science
2023 | conference-paper
Lung CT image synthesis using GANs
EXPERT SYSTEMS WITH APPLICATIONS
2023 | journal-article
Migration of a stock management application in the healthcare industry to a Web/Mobile environment: A project report
Procedia Computer Science
2023 | conference-paper
Preface
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | other
STREET LIGHT SEGMENTATION IN SATELLITE IMAGES USING DEEP LEARNING
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Segmentation as a Pre-processing for Automatic Grape Moths Detection
PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II
2023 | conference-paper
Side effects of European eco schemes and agri-environment-climate measures on endangered species conservation: Clues from a case study in mountain vineyard landscapes
ECOLOGICAL INDICATORS
2023 | journal-article
TRANSFER-LEARNING ON LAND USE AND LAND COVER CLASSIFICATION
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
2023 | conference-paper
Ten Years of Active Learning Techniques and Object Detection: A Systematic Review
APPLIED SCIENCES-BASEL
2023 | review
Wireless Mobile Communication and Healthcare
2023 | book
A Brief Review on the Video Summarization for Glaucoma Detection
EAI MobiHealth 2022
2022 | conference-paper
Deep learning for detecting cracks in painted building facades
Euro-American Congress. Construction, Pathology, Reabilitation Technology and Heritage Management
2022 | conference-paper
Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022 | conference-paper
Retinal Glaucoma Public Datasets: What Do We Have and What Is Missing?
Journal of Clinical Medicine
2022 | journal-article
Artificial Intelligence for Upper Gastrointestinal Endoscopy: A Roadmap from Technology Development to Clinical Practice
Diagnostics
2022 | journal-article
A Comprehensive Review of Methods and Equipment for Aiding Automatic Glaucoma Tracking
Diagnostics
2022 | journal-article
A Systematic Review of Artificial Intelligence Applications Used for Inherited Retinal Disease Management
Medicina
2022 | journal-article
Detection and Mosaicing Techniques for Low-Quality Retinal Videos
Sensors
2022 | journal-article
Towards Machine Learning-Aided Lung Cancer Clinical Routines: Approaches and Open Challenges
Journal of Personalized Medicine
2022 | journal-article
Evaluations of Deep Learning Approaches for Glaucoma Screening Using Retinal Images from Mobile Device
Sensors
2022 | journal-article
Lung Segmentation in CT Images: A Residual U-Net Approach on a Cross-Cohort Dataset
Applied Sciences
2022 | journal-article
Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification
Journal of Imaging
2022 | journal-article
A deep learning approach for automatic counting of bedbugs and grape moth
CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies 2022, Hybrid Event / Lisbon, Portugal, November 9-11, 2022.
2022 | conference-paper
Bioprocess Development of TILT-123 Oncolytic Adenovirus: From R&D Scale to cGMP Manufacturing
Molecular Therapy
2022 | journal-article
Classification of Video Capsule Endoscopy Images Using Visual Transformers
2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22)
2022 | conference-paper
DEEP LEARNING APPROACH FOR TERRACE VINEYARDS DETECTION FROM GOOGLE EARTH SATELLITE IMAGERY
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
DEEP LEARNING FOR DETECTING CRACKS IN PAINTED BUILDING FAÇADES
REHABEND
2022 | conference-paper
DETECTING EARTHQUAKES IN SAR INTERFEROGRAM WITH VISION TRANSFORMER
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Diabetic Retinopathy Detection Using Convolutional Neural Networks for Mobile Use
Wireless Mobile Communication and Healthcare - 11th EAI International Conference, MobiHealth 2022, Virtual Event, November 30 - December 2, 2022, Proceedings
2022 | conference-paper
Exploratory approach for automatic detection of vine rows in terrace vineyards
CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies 2022, Hybrid Event / Lisbon, Portugal, November 9-11, 2022.
2022 | conference-paper
GRAPEVINE VARIETIES IDENTIFICATION USING VISION TRANSFORMERS
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Multiple instance learning for lung pathophysiological findings detection using CT scans
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
2022 | journal-article
PS-INSAR TARGET CLASSIFICATION USING DEEP LEARNING
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Preliminary Study of Deep Learning Algorithms for Metaplasia Detection in Upper Gastrointestinal Endoscopy
Wireless Mobile Communication and Healthcare - 11th EAI International Conference, MobiHealth 2022, Virtual Event, November 30 - December 2, 2022, Proceedings
2022 | conference-paper
SEGMENTATION AS A PREPROCESSING TOOL FOR AUTOMATIC GRAPEVINE CLASSIFICATION
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Synthesizing 3D Lung CT scans with Generative Adversarial Networks
44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022
2022 | conference-paper
USING DEEP LEARNING FOR DETECTION AND CLASSIFICATION OF INSECTS ON TRAPS
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022)
2022 | conference-paper
Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features
44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022
2022 | conference-paper
Using deep learning for automatic detection of insects in traps
CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies 2022, Hybrid Event / Lisbon, Portugal, November 9-11, 2022.
2022 | conference-paper
A multi-task CNN approach for lung nodule malignancy classification and characterization
Expert Systems with Applications
2021 | journal-article
Segmentation of optic disc and cup for glaucoma analysis using cup-to-disc ratio
27th Portuguese Conference on Pattern Recognition
2021 | conference-poster
ML Segmentation Models to Automatically Identify Areas Affected by Earthquakes
2021 Dragon Symposium
2021 | conference-poster
Unbalanced Technics to Improve the Train for ML Models to Detect Earthquake Fringes
2021 Dragon Symposium
2021 | conference-poster
Lung CT Image Synthesis using Generative Adversarial Networks
Medical Image Understanding and Analysis
2021 | conference-paper
Detect Earthquake In SAR Interferograms Using Machine Learning
Fringe 2021
2021 | conference-poster
A Convolutional Neural Network-based Ancient Sundanese Character Classifier with Data Augmentation
5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMPUTATIONAL INTELLIGENCE 2020
2021 | conference-paper
Abnormality classification in small datasets of capsule endoscopy images
Procedia Computer Science
2021 | conference-paper
Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning
Procedia Computer Science
2021 | conference-paper
Comprehensive Perspective for Lung Cancer Characterisation Based on AI Solutions Using CT Images
JOURNAL OF CLINICAL MEDICINE
2021 | journal-article
Deformation Fringes Detection in SAR interferograms Using Deep Learning
Procedia Computer Science
2021 | conference-paper
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning
IEEE ACCESS
2021 | journal-article
Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer
2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
2021 | conference-paper
Exploring Dataset Manipulation via Machine Learning for Botnet Traffic
Procedia Computer Science
2021 | conference-paper
Grapevine Segmentation in RGB Images using Deep Learning
Procedia Computer Science
2021 | conference-paper
Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, July 11-16, 2021
2021 | conference-paper
LNDb challenge on automatic lung cancer patient management
Medical Image Analysis
2021 | journal-article
Machine Learning and Feature Selection Methods for EGFR Mutation Status Prediction in Lung Cancer
APPLIED SCIENCES-BASEL
2021 | journal-article
Machine Learning automatic assessment for glaucoma and myopia based on Corvis ST data
Procedia Computer Science
2021 | conference-paper
Multivariate Outlier Detection in Postprocessing of Multi-temporal PS-InSAR Results using Deep Learning
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES 2020 (CENTERIS/PROJMAN/HCIST 2020)
2021 | conference-paper
Optic disc and cup segmentations for glaucoma assessment using cup-to-disc ratio
Procedia Computer Science
2021 | conference-paper
Polyps Detection in Colonoscopies
Procedia Computer Science
2021 | conference-paper
Sharing Biomedical Data: Strengthening AI Development in Healthcare
HEALTHCARE
2021 | journal-article
Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021, Houston, TX, USA, December 9-12, 2021
2021 | conference-paper
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation
2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
2021 | conference-paper
The Role of Liquid Biopsy in Early Diagnosis of Lung Cancer
FRONTIERS IN ONCOLOGY
2021 | other
Pre-Training Autoencoder for Lung Nodule Malignancy Assessment Using CT Images
Applied Sciences
2020 | journal-article
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists’ Screening Performance
IEEE Journal of Biomedical and Health Informatics
2020 | journal-article
THE ROLE OF RADIOGENOMICS IN EGFR AND KRAS MUTATION STATUS PREDICTION AMONG NON-SMALL CELL LUNG CANCER PATIENTS
Chest
2020 | journal-article
Predicting EGFR mutation status in non-small cell lung cancer using radiogenomics modeling
XXVII Congresso de Pneumologia do Norte
2020 | conference-abstract
Automatic Lung Reference Model
XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019
2020 | conference-paper
CLASSIFICATION OF LUNG NODULES IN CT VOLUMES USING THE LUNG-RADSTM GUIDELINES WITH UNCERTAINTY PARAMETERIZATION
2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020)
2020 | conference-paper
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images
JOURNAL OF MEDICAL SYSTEMS
2020 | journal-article
Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS
SCIENTIFIC REPORTS
2020 | journal-article
LNDetector: A Flexible Gaze Characterisation Collaborative Platform for Pulmonary Nodule Screening
XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019
2020 | conference-paper
Low-Resolution Retinal Image Vessel Segmentation
Universal Access in Human-Computer Interaction. Applications and Practice
2020 | book-chapter
Segmentation of Pulmonary Nodules in CT Images Using the Sliding Band Filter
XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019
2020 | conference-paper
LNDb: A Lung Nodule Database on Computed Tomography
2019 | other
Aiming for automatic lung cancer screening in low dose computed tomography
RECPAD 2019 - Portuguese Conference on Pattern Recognition
2019 | conference-poster
Multiclass Lesions Classification in Colonic Images
RECPAD 2019 - Portuguese Conference on Pattern Recognition
2019 | conference-poster
Mutation status prediction of lung-cancer related genes
RECPAD 2019 - Portuguese Conference on Pattern Recognition
2019 | conference-poster
Rastreio do cancro do pulmão assistido por um sistema automático de detecção de nódulos pulmonares em imagens de tomografia computorizada
1º Encontro Nacional de Jovens Investigadores em Oncologia 2019
2019 | conference-poster
Detecting InSAR Deformation Patterns Using Deep Learning
ESA-MOST Dragon coperation, Dragon 4 Symposium
2019 | conference-poster
Application of Machine Learning for Classification of InSAR Deformation Patterns
Living Planet Symposium
2019 | conference-poster
Characterization of Water and Energy Consumptions at the End Use Level in Rural and Urban Environments: Preliminary Results of the ENERWAT Project
Urban Science
2019 | journal-article
An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans
EXPERT SYSTEMS WITH APPLICATIONS
2019 | journal-article
Comparison of conventional and deep learning based methods for pulmonary nodule segmentation in CT images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | conference-paper
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules
2019 | book-chapter
Lesions Multiclass Classification in Endoscopic Capsule Frames
Procedia Computer Science
2019 | journal-article
Prevalence of Indoor Air Pollution by Cooking Fuel and its Association with Respiratory Infections in Children in Peru: An Analysis of a Population Based, Cross-Sectional Survey
European Journal of Pediatrics
2019 | journal-article
Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction
Pattern Recognition and Image Analysis - 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part II
2019 | conference-paper
SMALL BOWEL MUCOSA SEGMENTATION FOR FRAME CHARACTERIZATION IN VIDEOS OF ENDOSCOPIC CAPSULES
2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019)
2019 | conference-paper
Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames
Procedia Computer Science
2019 | journal-article
Wide Residual Network for Lung-Rads (TM) Screening Referral
2019 6TH IEEE PORTUGUESE MEETING IN BIOENGINEERING (ENBENG)
2019 | conference-paper
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network
SCIENTIFIC REPORTS
2019 | journal-article
WATERS: A system architecture for acquire dwellings water & energy consumptions
5th Water Efficiency Conference
2018 | conference-paper
O projeto ENERWAT- Da água à energia: Caracterização, modelação e medidas para a diminuição dos consumos domésticos urbanos e rurais
Indústria e Ambiente
2018 | magazine-article
A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies
IMAGE ANALYSIS AND RECOGNITION (ICIAR 2018)
2018 | conference-paper
A pilot digital image processing approach for detecting vineyard parcels in Douro region through high-resolution aerial imagery
Proceedings of the International Conference on Geoinformatics and Data Analysis, ICGDA 2018, Prague, Czech Republic, April 20-22, 2018
2018 | conference-paper
Deep Homography Based Localization on Videos of Endoscopic Capsules
PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)
2018 | conference-paper
Learning Lung Nodule Malignancy Likelihood from Radiologist Annotations or Diagnosis Data
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING
2018 | journal-article
Machine learning classification methods in hyperspectral data processing for agricultural applications
Proceedings of the International Conference on Geoinformatics and Data Analysis, ICGDA 2018, Prague, Czech Republic, April 20-22, 2018
2018 | conference-paper
Radiologists' gaze characterization during lung nodule search in thoracic CT
2018 1ST INTERNATIONAL CONFERENCE ON GRAPHICS AND INTERACTION (ICGI 2018)
2018 | conference-paper
Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography
IMAGE ANALYSIS FOR MOVING ORGAN, BREAST, AND THORACIC IMAGES
2018 | conference-paper
Towards modern cost-effective and lightweight Augmented Reality setups
Virtual and Augmented Reality: Concepts, Methodologies, Tools, and Applications
2018 | book-chapter
Detection of juxta-pleural lung nodules in computed tomography images
Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017
2017 | conference-paper
Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images
PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 6
2017 | conference-paper
From water to energy: Methodology to characterize, measure and model urban and rural domestic consumptions
7th International Congress on Energy and Environment and management
2017 | conference-paper
From water to energy: low cost water & energy consumptions readings
CENTERIS 2017 - INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2017 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2017 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERI
2017 | conference-paper
Detection of small juxta-pleural nodules in computed tomography images,
RECPAD 2016 - Portuguese Conference on Pattern Recognition
2016 | conference-poster
Automatic meal intake monitoring using Hidden Markov Models
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016
2016 | conference-paper
Helping older people: is there an app for that?
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016
2016 | conference-paper
Success factors of CRM project management - A Literature Review [Fatores de sucesso da gestão de projetos de CRM - Uma revisão de literature]
Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao
2016 | conference-paper
Cost-effective and lightweight mobile units for MixAR: a comparative trial among different setups
CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2015
2015 | conference-paper
HelpWave: an integrated web centred system
CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2015
2015 | conference-paper
Mobile RHS: a mobile application to support the "River Habitat Survey" methodology
CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2015
2015 | conference-paper
Outsourcing of information systems services in banking in Portugal
Atas da Conferencia da Associacao Portuguesa de Sistemas de Informacao
2015 | conference-paper
Usability test of 3Dconnexion 3D mice versus keyboard plus mouse in Second Life undertaken by people with motor disabilities due to medullary lesions
UNIVERSAL ACCESS IN THE INFORMATION SOCIETY
2015 | journal-article
Evaluation of MS Kinect for elderly meal intake monitoring
CENTERIS 2014 - CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2014 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2014 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES
2014 | conference-paper
HelpmePills: a mobile pill recognition tool for elderly persons
CENTERIS 2014 - CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2014 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2014 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES
2014 | conference-paper
Reassuring the elderly regarding the use of mobile devices for mobility
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | conference-paper
Pedido provisório de patente nacional 106223 (AUTO-I-CARE)
2012 | other
Usability test of 3Dconnexion 3D mice versus keyboard plus mouse in Second Life undertaken by people with motor disabilities due to medullary lesions
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON SOFTWARE DEVELOPMENT FOR ENHANCING ACCESSIBILITY AND FIGHTING INFO-EXCLUSION (DSAI 2012)
2012 | conference-paper
A Colour Rotation Based Detector for Bleeding Gastric Pathologies
SIACG 2011 - Simpósio Ibero-Americano de Computação Gráfica
2011 | conference-paper
Endoscopy - Brief historical survey, developments and therapeutics
2011 IEEE 1st International Conference on Serious Games and Applications for Health, SeGAH 2011
2011 | conference-paper
Pedido provisório de patente nacional 105837 (MOBMAPS)
2011 | other
Planning of a usability test for 3D controllers in Second Life / OpenSimulator virtual worlds
2011 IEEE 1st International Conference on Serious Games and Applications for Health, SeGAH 2011, Braga, Portugal, November 16-18, 2011
2011 | conference-paper
A Two-Phase Ant Colony Optimization Algorithm for solving the Vehicle Routing Problem with Time Windows
RECPAD 2010 - Portuguese Conference on Pattern Recognition
2010 | conference-poster
USABILITY of 3D CONTROLLERS in SECOND LIFE
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON SOFTWARE DEVELOPMENT FOR ENHANCING ACCESSIBILITY AND FIGHTING INFO-EXCLUSION (DSAI 2010)
2010 | conference-paper
A certificação das empresas de construção civil no distrito de Braga - Principais motivações e dificuldades de implementação do SGQ ISO 9001
Engenharia'2009 - Inovação e Desenvolvimento
2009 | conference-paper
Implementação de um sistema de informação para a gestão da qualidade: caso de estudo de uma IPSS portuguesa
ADM 2009 - Congresso Internacional de Administração: Gestão estratégica em tempo de mudanças
2009 | conference-paper
Despensa inteligente: arquitectura e protótipo para a integração com sistemas de comércio electrónico
CollECTeR Iberoamerica, 6th
2008 | conference-paper
A pervasive nutritional monitoring and advise system - NutriMe
2008 | conference-paper
Smart pantry: Specification of a management system using UML
Proceedings of the IADIS International Conference on e-Society 2008
2008 | conference-paper
Smart Pantry: Architectures for integration with e-commerce systems
DSAI 2007 - Software Development for Enhancing Accessibility and Fighting Info-exclusion
2007 | conference-paper
Contribution of cutaneous inputs from the hindpaw to the control of locomotion in rats
19th Annual Meeting European Society of Veterinary Neurology (ESVN)
2006 | conference-paper
System for smart management of a larder
Desenvolvimento de Software para melhoria de Acessibilidade e combate à Info-exclusão
2006 | conference-paper
A distance perception model for AVG based on a moving camera
International Symposium on Advanced Intelligent Systems
2003 | conference-paper
Intelligent monitoring of public transport systems - Data consistency analysis
MANAGEMENT AND CONTROL OF PRODUCTION AND LOGISTICS, VOL 1 AND 2
1998 | conference-paper
Intelligent correction of telemetric data in public transport systems
IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS
1997 | conference-paper
Start | End | Term | Value | |
---|---|---|---|---|