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.pt

Orcid

0000-0002-3458-7693

Researcher ID

Ciência ID

Google Scholar

h-index

Publications

Editorial

2

Citations

0

Q1 / Q2

0

About Me



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

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


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