António Cunha

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 80

Top Topics

Convolutional Neural Network

Computed Tomography

Top Venues

CENTERIS/ProjMAN/HCist

Publications

Carlos Antunes, João M. F. Rodrigues, António Cunha
Web Diagnosis for COVID-19 and Pneumonia Based on Computed Tomography Scans and X-rays. HCI (15) (2024)
Dalila Barbosa, Marcos Ferreira, Geraldo Braz Junior, Marta Salgado, António Cunha
Multiple Instance Learning in Medical Images: A Systematic Review. IEEE Access 12 (2024)
Tomás Santos, Hélder P. Oliveira, António Cunha
Systematic review on weapon detection in surveillance footage through deep learning. Comput. Sci. Rev. 51 (2024)
Rodrigo Fernandes, Alexandre Pessoa, Marta Salgado, Anselmo Cardoso de Paiva, Ishak Paçal, António Cunha
Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review. IEEE Access 12 (2024)
Miguel Fontes, João Dallyson Sousa de Almeida, António Cunha
Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review. IEEE Access 12 (2024)
Alexandre C. P. Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Anselmo Cardoso de Paiva, António Cunha
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images. ICEIS (1) (2024)
José Mendes, Tânia Pereira, Francisco Silva, Julieta Frade, Joana Morgado, Cláudia Freitas, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, José Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
Lung CT image synthesis using GANs. Expert Syst. Appl. 215 (2023)
Gabriel A. Carneiro, Ana Texeira, Raul Morais, Joaquim João Sousa, António Cunha
Can the Segmentation Improve the Grape Varieties' Identification Through Images Acquired On-Field? EPIA (2) (2023)
Gabriel Carneiro, Alexandre Neto, Ana Cláudia Teixeira, António Cunha, Joaquim João Sousa
Evaluating Data Augmentation for Grapevine Varieties Identification. IGARSS (2023)
Igor Teixeira, Joaquim João Sousa, António Cunha
Automatic Detection of Abandoned Vineyards Using Aerial Imagery. IGARSS (2023)
Ana Cláudia Teixeira, Leonor Batista, Gabriel Carneiro, António Cunha, Joaquim João Sousa
Automatic Identification of Public Lighting Failures in Satellite Images: A Case Study in Seville, Spain. IGARSS (2023)
Alexandre Neto, Diogo Couto, Miguel Coimbra, António Cunha
Colonoscopic Polyp Detection with Deep Learning Assist. VISIGRAPP (4: VISAPP) (2023)
Bruno Magalhães, Alexandre Neto, António Cunha
Generative Adversarial Networks for Augmenting Endoscopy Image Datasets of Stomach Precancerous Lesions: A Review. IEEE Access 11 (2023)
Gabriel Carneiro, Ana Cláudia Teixeira, António Cunha, Joaquim João Sousa
Transfer-Learning On Land Use And Land Cover Classification. IGARSS (2023)
Ana Cláudia Teixeira, Gabriel A. Carneiro, Raul Morais, Joaquim João Sousa, António Cunha
Segmentation as a Pre-processing for Automatic Grape Moths Detection. EPIA (2) (2023)
Ana Cláudia Teixeira, Gabriel Carneiro, Raul Morais, Joaquim João Sousa, António Cunha
Evaluating YOLO Models for Grape Moth Detection in Insect Traps. IGARSS (2023)
Ana Cláudia Teixeira, Gabriel Carneiro, Vitor Filipe, António Cunha, Joaquim João Sousa
Street Light Segmentation in Satellite Images Using Deep Learning. IGARSS (2023)
Artur Ferreira, Tânia Pereira, Francisco Silva, Ana T. Vilares, Miguel Correia Da Silva, António Cunha, Hélder P. Oliveira
Synthesizing 3D Lung CT scans with Generative Adversarial Networks. EMBC (2022)
Bruno Silva, Joaquim João Sousa, António Cunha
Detecting Earthquakes in SAR Interferogram with Vision Transformer. IGARSS (2022)
José Camara, Alexandre Neto, Ivan Miguel Pires, María Vanessa Villasana, Eftim Zdravevski, António Cunha
Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification. J. Imaging 8 (2) (2022)
Dibet Garcia Gonzalez, João Carias, Yusbel Chávez Castilla, José Rodrigues, Telmo Adão, Rui Jesus, Luís Gonzaga Mendes Magalhães, Vitor Manuel Leitão de Sousa, Lina Carvalho, Rui Almeida, António Cunha
Evaluating Rotation Invariant Strategies for Mitosis Detection Through YOLO Algorithms. MobiHealth (2022)
José Camara, Bruno Silva, António Gouveia, Ivan Miguel Pires, Paulo Jorge Simães Coelho, António Cunha
Detection and Mosaicing Techniques for Low-Quality Retinal Videos. Sensors 22 (5) (2022)
Pedro Aguiar, António Cunha, Matus Bakon, Antonio M. Ruiz-Armenteros, Joaquim J. Sousa
PS-InSAR Target Classification Using Deep Learning. IGARSS (2022)
Tales Correia, António Cunha, Paulo Jorge Simães Coelho
A Review on the Video Summarization and Glaucoma Detection. MobiHealth (2022)
Meltem Esengönül, Anselmo Cardoso de Paiva, João M. F. Rodrigues, António Cunha
Diabetic Retinopathy Detection Using Convolutional Neural Networks for Mobile Use. MobiHealth (2022)
Ana Cláudia Teixeira, Raul Morais, Joaquim João Sousa, Emanuel Peres, António Cunha
Using deep learning for automatic detection of insects in traps. CENTERIS/ProjMAN/HCist (2022)
Ana Cláudia Teixeira, José Ribeiro, Alexandre Neto, Raul Morais, Joaquim J. Sousa, António Cunha
Using Deep Learning for Detection and Classification of Insects on Traps. IGARSS (2022)
Ana Cláudia Teixeira, Raul Morais, Joaquim João Sousa, Emanuel Peres, António Cunha
A deep learning approach for automatic counting of bedbugs and grape moth. CENTERIS/ProjMAN/HCist (2022)
Carlos Santos, António Cunha, Paulo Jorge Simães Coelho
A Review on Deep Learning-Based Automatic Lipreading. MobiHealth (2022)
Meltem Esengönül, António Cunha
Glaucoma Detection using Convolutional Neural Networks for Mobile Use. CENTERIS/ProjMAN/HCist (2022)
Nuno Figueiredo, Luís Pádua, António Cunha, Joaquim João Sousa, António M. R. Sousa
Exploratory approach for automatic detection of vine rows in terrace vineyards. CENTERIS/ProjMAN/HCist (2022)
Gabriel Antonio Carneiro, Luís Pádua, Emanuel Peres, Raul Morais, Joaquim J. Sousa, António Cunha
Segmentation as a Preprocessing Tool for Automatic Grapevine Classification. IGARSS (2022)
Nuno Figueiredo, Alexandre Neto, António Cunha, Joaquim J. Sousa, António M. R. Sousa
Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery. IGARSS (2022)
Cátia Machado, António Cunha, António Jorge Gouveia
Migration of a stock management application in the healthcare industry to a Web/Mobile environment: a project report. CENTERIS/ProjMAN/HCist (2022)
Marco Teixeira, Tânia Pereira, Francisco Silva, António Cunha, Hélder P. Oliveira
Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features. EMBC (2022)
Alexandre Neto, José Camara, António Cunha
Evaluations of Deep Learning Approaches for Glaucoma Screening Using Retinal Images from Mobile Device. Sensors 22 (4) (2022)
Julieta Frade, Tânia Pereira, Joana Morgado, Francisco Silva, Cláudia Freitas, José Mendes, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, José Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
Multiple instance learning for lung pathophysiological findings detection using CT scans. Medical Biol. Eng. Comput. 60 (6) (2022)
Roberto Flavio Rezende, Ana Coelho, Rodrigo Fernandes, José Camara, Alexandre Neto, António Cunha
Deep Learning Glaucoma Detection Models in Retinal Images Capture by Mobile Devices. MobiHealth (2022)
Gabriel Antonio Carneiro, Luís Pádua, Emanuel Peres, Raul Morais, Joaquim J. Sousa, António Cunha
Grapevine Varieties Identification Using Vision Transformers. IGARSS (2022)
Alexandre Neto, Sofia Ferreira, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, António Cunha
Preliminary Study of Deep Learning Algorithms for Metaplasia Detection in Upper Gastrointestinal Endoscopy. MobiHealth (2022)
Sónia Marques, Filippo Schiavo, Carlos A. Ferreira, João Pedrosa, António Cunha, Aurélio Campilho
A multi-task CNN approach for lung nodule malignancy classification and characterization. Expert Syst. Appl. 184 (2021)
José Ribeiro, Sara Nóbrega, António Cunha
Polyps Detection in Colonoscopies. CENTERIS/ProjMAN/HCist (2021)
Danilo Leite, Maria Campelos, Ana Fernandes, Pedro Batista, João Beirão, Pedro Menéres, António Cunha
Machine Learning automatic assessment for glaucoma and myopia based on Corvis ST data. CENTERIS/ProjMAN/HCist (2021)
Bruno Silva, Joaquim João Sousa, Milan Lazecký, António Cunha
Deformation Fringes Detection in SAR interferograms Using Deep Learning. CENTERIS/ProjMAN/HCist (2021)
Gabriel A. Carneiro, Rafaela Magalhães, Alexandre Neto, Joaquim João Sousa, António Cunha
Grapevine Segmentation in RGB Images using Deep Learning. CENTERIS/ProjMAN/HCist (2021)
Francisco Silva, Tânia Pereira, Joana Morgado, Julieta Frade, José Mendes, Cláudia Freitas, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, Venceslau Hespanhol, José Luis Costa, António Cunha, Hélder P. Oliveira
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning. IEEE Access 9 (2021)
Rodrigo Abrantes, Pedro Mestre, António Cunha
Exploring Dataset Manipulation via Machine Learning for Botnet Traffic. CENTERIS/ProjMAN/HCist (2021)
Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira
Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. EMBC (2021)
Alexandra Ventura, Tânia Pereira, Francisco Silva, Cláudia Freitas, António Cunha, Hélder P. Oliveira
Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans. BIBM (2021)
Alexandre Neto, José Camara, Sérgio Oliveira, Ana Cláudia, António Cunha
Optic disc and cup segmentations for glaucoma assessment using cup-to-disc ratio. CENTERIS/ProjMAN/HCist (2021)
Diogo M. Silva, Théo Bernardin, Kévin Fanton, Roshan Nepaul, Luís Pádua, Joaquim João Sousa, António Cunha
Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning. CENTERIS/ProjMAN/HCist (2021)
Filipe Fonseca, Beatriz Nunes, Marta Salgado, António Cunha
Abnormality classification in small datasets of capsule endoscopy images. CENTERIS/ProjMAN/HCist (2021)
Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC (2021)
João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Gurraj Atwal, Hady Ahmady Phoulady, Xiaoyu Chen, Rongzhen Chen, Jiaoliang Li, Liansheng Wang, Adrian Galdran, Hamid Bouchachia, Krishna Chaitanya Kaluva, Kiran Vaidhya, Abhijith Chunduru, Sambit Tarai, Sai Prasad Pranav Nadimpalli, Suthirth Vaidya, Ildoo Kim, Alexandr G. Rassadin, Zhenhuan Tian, Zhongwei Sun, Yizhuan Jia, Xuejun Men, Isabel Ramos, António Cunha, Aurélio Campilho
LNDb challenge on automatic lung cancer patient management. Medical Image Anal. 70 (2021)
Gabriel S. Carneiro, Luís Pádua, Joaquim João Sousa, Emanuel Peres, Raul Morais, António Cunha
Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment. IGARSS (2021)
Gabriel S. Carneiro, Ana Ferreira, Raul Morais, Joaquim João Sousa, António Cunha
Analyzing the Fine Tuning's impact in Grapevine Classification. CENTERIS/ProjMAN/HCist (2021)
Pedro Aguiar, António Cunha, Matus Bakon, Antonio M. Ruiz-Armenteros, Joaquim João Sousa
Multivariate Outlier Detection in Postprocessing of Multi-temporal PS-InSAR Results using Deep Learning. CENTERIS/ProjMAN/HCist (2020)
Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Carlos A. Ferreira, Guilherme Aresta, João Pedrosa, João Rebelo, Eduardo Negrão, António Cunha, Isabel Ramos, Aurélio Campilho
Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization. ISBI (2020)
Hasan A. Zengin, José Camara, Paulo Jorge Simães Coelho, João M. F. Rodrigues, António Cunha
Low-Resolution Retinal Image Vessel Segmentation. HCI (9) (2020)
Joana Rocha, António Cunha, Ana Maria Mendonça
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images. J. Medical Syst. 44 (4) (2020)
Maria Teresa Valério, Sara Gomes, Marta Salgado, Hélder P. Oliveira, António Cunha
Lesions Multiclass Classification in Endoscopic Capsule Frames. CENTERIS/ProjMAN/HCist (2019)
Sara Gomes, Maria Teresa Valério, Marta Salgado, Hélder P. Oliveira, António Cunha
Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames. CENTERIS/ProjMAN/HCist (2019)
Elham Shakibapour, António Cunha, Guilherme Aresta, Ana Maria Mendonça, Aurélio Campilho
An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans. Expert Syst. Appl. 119 (2019)
Joana Rocha, António Cunha, Ana Maria Mendonça
Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images. EPIA (1) (2019)
Gil Pinheiro, Paulo Jorge Simães Coelho, Mariana Mourão, Marta Salgado, Hélder P. Oliveira, António Cunha
Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic Capsules. ISBI (2019)
Catarina Dias, Gil Pinheiro, António Cunha, Hélder P. Oliveira
Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction. IbPRIA (2) (2019)
Guilherme Aresta, Carlos A. Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance. CoRR (2019)
João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho
LNDb: A Lung Nodule Database on Computed Tomography. CoRR (2019)
Carlos A. Ferreira, António Cunha, Ana Maria Mendonça, Aurélio Campilho
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules. CIARP (2018)
Guilherme Aresta, Colin Jacobs, Teresa Araújo, António Cunha, Isabel Ramos, Bram van Ginneken, Aurélio Campilho
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network. CoRR (2018)
Jonás Hruska, Telmo Adão, Luís Pádua, Pedro Marques, António Cunha, Emanuel Peres, António M. R. Sousa, Raul Morais, Joaquim João Sousa
Machine learning classification methods in hyperspectral data processing for agricultural applications. ICGDA (2018)
Gil Pinheiro, Paulo Jorge Simães Coelho, Marta Salgado, Hélder P. Oliveira, António Cunha
Deep Homography Based Localization on Videos of Endoscopic Capsules. BIBM (2018)
Paulo Jorge Simães Coelho, Ana Pereira, Argentina Leite, Marta Salgado, António Cunha
A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies. ICIAR (2018)
Guilherme Aresta, Teresa Araújo, Colin Jacobs, Bram van Ginneken, António Cunha, Isabel Ramos, Aurélio Campilho
Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography. RAMBO+BIA+TIA@MICCAI (2018)
Marlene Machado, Guilherme Aresta, Patrícia Leitão, André Silva Carvalho, Márcio Rodrigues, Isabel Ramos, António Cunha, Aurélio J. C. Campilho
Radiologists' Gaze Characterization During Lung Nodule Search in Thoracic CT. ICGI (2018)
Luis Gonçalves, Jorge Novo, António Cunha, Aurélio J. C. Campilho
Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images. VISIGRAPP (6: VISAPP) (2017)
Guilherme Aresta, António Cunha, Aurélio Campilho
Detection of juxta-pleural lung nodules in computed tomography images. Medical Imaging: Computer-Aided Diagnosis (2017)
António Cunha, Evandro Cunha, Emanuel Peres, Paula Trigueiros Cunha
Helping Older People: Is there an App for that? CENTERIS/ProjMAN/HCist (2016)
Luís Costa, Paula Trigueiros Cunha, António Cunha
Automatic Meal Intake Monitoring Using Hidden Markov Models. CENTERIS/ProjMAN/HCist (2016)
Luís Pádua, Telmo Adão, David Narciso, António Cunha, Luís Magalhães, Emanuel Peres
Towards Modern Cost-effective and Lightweight Augmented Reality Setups. Int. J. Web Portals 7 (2) (2015)
Márcio Garcia Martins, António Cunha, Irene Oliveira, Leonel Morgado
Usability test of 3Dconnexion 3D mice versus keyboard + mouse in Second Life undertaken by people with motor disabilities due to medullary lesions. Univers. Access Inf. Soc. 14 (1) (2015)
Luís Pádua, David Narciso, Telmo Adão, António Cunha, Emanuel Peres, Luís Magalhães
Cost-effective and Lightweight Mobile Units for MixAR: A Comparative Trial among Different Setups. CENTERIS/ProjMAN/HCist (2015)
António Cunha, Pedro Gonçalves, João Barreira, António Trigo, Samantha Jane Hughes
Mobile RHS: A Mobile Application to Support the "River Habitat Survey" Methodology. CENTERIS/ProjMAN/HCist (2015)
António Cunha, Paula Trigueiros Cunha, Jorge Gouveia
HelpWave: An Integrated Web Centred System. CENTERIS/ProjMAN/HCist (2015)
António Cunha, Paula Trigueiros Cunha, Tiago Lemos
Reassuring the Elderly Regarding the Use of Mobile Devices for Mobility. HCI (6) (2014)
Andre Carvalho, Susana Oliveira, Sandra Fernandes, António Cunha
ASL: a DSL for remote contact center agents. SMC (2014)
João Quintas, António Cunha, Pedro Serra, André Pereira, Bruno Marques, Jorge Dias
Indoor Localization and Tracking Using 802.11 Networks and Smartphones. EvAAL (2013)
Márcio Garcia Martins, António Cunha, Leonel Morgado
Usability Test of 3Dconnexion 3D Mice Versus Keyboard+Mouse in Second Life Undertaken by People with Motor Disabilities due to Medullary Lesions. DSAI (2012)
Cátia Dias, Odete Fernandes, António Cunha, Leonel Morgado
Planning of a usability test for 3D controllers in Second Life / OpenSimulator virtual worlds. SeGAH (2011)
Ana P. Teixeira, João M. L. Dias, Nuno Carinhas, Marcos Sousa, José Clemente, António Cunha, Moritz von Stosch, Paula M. Alves, Manuel J. T. Carrondo, Rui Oliveira
Cell functional enviromics: Unravelling the function of environmental factors. BMC Syst. Biol. 5 (2011)
Ana Liborio, Sylvie Couto, António Cunha, Paulo Jorge Simães Coelho
Endoscopy - Brief historical survey, developments and therapeutics. SeGAH (2011)
Vítor Basto Fernandes, João Varajão, António Cunha
A Pervasive Nutritional Monitoring and Advise System - NutriMe. ICE-B (2008)
Rui P. Rocha, António Cunha, Joaquim Varandas, Jorge Dias
Towards a new mobility concept for cities: architecture and programming of semi-autonomous electric vehicles. Ind. Robot 34 (2) (2007)