António Cunha

133 papers B 1C 14Journal 29Unranked 87

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing Image-Based Grapevine Variety Classification with a New Benchmark and Evaluation of Masked Autoencoders. CoRR Gabriel A. Carneiro, Thierry J. Aubry, António Cunha, Petia Radeva, Joaquim M. de Sousa
2025	—	`conf`	Automatic Optic Nerve Segmentation in Retinal Photographs for Glaucoma Detection Using Convolutional Neural Network. CENTERIS/ProjMAN/HCist Carolina Machado, Pedro Pereira, Marcos Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha
2025	—	`conf`	Comparative Analysis of CNNs and Vision Transformers for Lesion Classification in Capsule Endoscopy. CENTERIS/ProjMAN/HCist Carolina Tabosa, Marta Salgado, Danilo Leite, António Cunha
2025	—	`conf`	Comparative Evaluation of MoE and HMoE for Multiclass Classification in VCE Image Analysis. CENTERIS/ProjMAN/HCist Tiago Costa, José Castro, Marta Salgado, António Cunha
2025	J	`jnl`	Evaluating EfficientNet Architectures for Pathology Detection in Endoscopic Gastrointestinal Tract Images. SN Comput. Sci. Alexandre C. P. Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, António Cunha
2025	—	`conf`	Lesion Segmentation Associated with Diabetic Retinopathy Using Deep Learning Methods. CENTERIS/ProjMAN/HCist Maria Videira, Marcos Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha
2025	J	`jnl`	Progress in applications of self-supervised learning to computer vision in agriculture: A systematic review. Comput. Electron. Agric. Gabriel A. Carneiro, Thierry J. Aubry, António Cunha, Petia Radeva, Joaquim M. de Sousa
2025	—	`conf`	Segmentation of Retinal Layers in OCT Images Using Deep Learning Methods. CENTERIS/ProjMAN/HCist Inês Vasconcelos, Marcos Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha
2025	—	`conf`	Weakly Supervised Semantic Segmentation for UAV-based Vineyard Monitoring: Comparing Heuristic and Transformer-based Pseudo-labelling Strategies. CENTERIS/ProjMAN/HCist José Brás, Danilo Leite, Joaquim João Sousa, Raul Morais, António Cunha
2024	—	`conf`	A Cascade Method based on UNet3+ for Automated Vertebrae Segmentation in X-ray Images. CENTERIS/ProjMAN/HCist Estephane M. Nascimento, Aristófanes C. Silva, João Dallyson Sousa de Almeida, Alexandre C. P. Pessoa, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, António Cunha
2024	—	`conf`	A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images. ICEIS (1) Alexandre C. P. Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, António Cunha
2024	—	`conf`	A Deep Learning Approach to Annotating Endoscopic Capsule Videos via CBIR. CENTERIS/ProjMAN/HCist Inês Castro Fernandes, Rodrigo Fernandes, Alexandre Pessoa, Marta Salgado, Anselmo Cardoso de Paiva, Ishak Paçal, António Cunha
2024	—	`conf`	Active Learning Application for Mitosis Detection. A Brief Review. CENTERIS/ProjMAN/HCist Maria Ferreira-Leite, Dibet Garcia Gonzalez, Luís Magalhães, António Cunha
2024	J	`jnl`	Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review. IEEE Access Miguel Fontes, João Dallyson Sousa de Almeida, António Cunha
2024	—	`conf`	Automatic Identification in Building Images of Biological Growths. CENTERIS/ProjMAN/HCist Andreia Henrique, António Cunha, Jorge Pinto, Dibet Garcia Gonzalez, Sandra Pereira
2024	—	`conf`	Automatic characterisation of the urban grid of cities in developing countries from satellite images - A review. CENTERIS/ProjMAN/HCist Marcelo Correia, António Cunha, Sandra Pereira
2024	—	`conf`	Classification of endoscopic capsule pathologies using Multiple Instance Learning methods. CENTERIS/ProjMAN/HCist Vitor Moreira, Eduardo Machado, Dalila Barbosa, Marta Salgado, Geraldo Braz Júnior, António Cunha
2024	J	`jnl`	Comparative Analysis of CNNs and Vision Transformers for Automatic Classification of Abandonment in Douro's Vineyard Parcels. Remote. Sens. Danilo Leite, Igor Teixeira, Raul Morais, Joaquim João Sousa, António Cunha
2024	—	`conf`	Detection of Endoscopic Polyps: Evaluation of Example-Based XAI Techniques. CENTERIS/ProjMAN/HCist Miguel Fontes, Tânia Gonçalves, José Lopes, João Dallyson Sousa de Almeida, António Cunha
2024	J	`jnl`	Enhancing EfficientNetv2 with global and efficient channel attention mechanisms for accurate MRI-Based brain tumor classification. Clust. Comput. Ishak Paçal, Omer Celik, Bilal Bayram, António Cunha
2024	J	`jnl`	Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review. IEEE Access Rodrigo Fernandes, Alexandre Pessoa, Marta Salgado, Anselmo Cardoso de Paiva, Ishak Paçal, António Cunha
2024	—	`conf`	Evaluation of the vision mamba model for detecting diabetic retinopathy. CENTERIS/ProjMAN/HCist Marcos Ferreira, Leonor Cardoso, José Camara, Saul Pires, Nuno Correia, Geraldo Braz Júnior, António Cunha
2024	—	`conf`	Experimental Study of an Active Learning-based Method for the Classification of Penile Cancer in Histopathological Images using Convolutional Neural Networks. CENTERIS/ProjMAN/HCist Italo Francyles Santos da Silva, Geraldo Braz Júnior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rui Miguel Gil da Costa Oliveira, António Cunha
2024	J	`jnl`	Image Stitching of Low-Resolution Retinography Using Fundus Blur Filter and Homography Convolutional Neural Network. Inf. Levi Santos, Mauricio Morais Almeida, João Almeida, Geraldo Braz Júnior, Jose Carlos J. C. Raposo da Camara, António Cunha
2024	—	`conf`	Method for detecting non-alcoholic fatty liver disease in abdominal thermography time series using temporal convolutional networks. CENTERIS/ProjMAN/HCist Marcos Vinícius de Sousa Farias, Italo Francyles Santos da Silva, Aristófanes Corrêa Silva, Henrique Manoel de Araújo Martins Filho, Anselmo Cardoso de Paiva, António Cunha
2024	J	`jnl`	Multiple Instance Learning in Medical Images: A Systematic Review. IEEE Access Dalila Barbosa, Marcos Ferreira, Geraldo Braz Júnior, Marta Salgado, António Cunha
2024	J	`jnl`	Systematic review on weapon detection in surveillance footage through deep learning. Comput. Sci. Rev. Tomás Santos, Hélder P. Oliveira, António Cunha
2024	—	`conf`	Using generative adversarial networks for endoscopic image augmentation of stomach precancerous lesions. CENTERIS/ProjMAN/HCist Bruno Magalhães, Alexandre Neto, Eduarda Almeida, Diogo Libânio, Jéssica Chaves, Mário Dinis-Ribeiro, Miguel T. Coimbra, António Cunha
2024	—	`conf`	Web Diagnosis for COVID-19 and Pneumonia Based on Computed Tomography Scans and X-rays. HCI (15) Carlos Antunes, João M. F. Rodrigues, António Cunha
2024	—	`ed.`	Wireless Mobile Communication and Healthcare - 12th EAI International Conference, MobiHealth 2023, Vila Real, Portugal, November 29-30, 2023 Proceedings MobiHealth António Cunha, Anselmo Cardoso de Paiva, Sandra Pereira
2023	—	`conf`	A Vision Transformer Approach to Fundus Image Classification. MobiHealth Danilo Leite, José Camara, João M. F. Rodrigues, António Cunha
2023	C	`conf`	Automatic Detection of Abandoned Vineyards Using Aerial Imagery. IGARSS Igor Teixeira, Joaquim João Sousa, António Cunha
2023	—	`conf`	Automatic Detection of Polyps Using Deep Learning. MobiHealth Francisco Oliveira, Dalila Barbosa, Ishak Paçal, Danilo Leite, António Cunha
2023	C	`conf`	Automatic Identification of Public Lighting Failures in Satellite Images: A Case Study in Seville, Spain. IGARSS Ana Cláudia Teixeira, Leonor Batista, Gabriel A. Carneiro, António Cunha, Joaquim João Sousa
2023	—	`conf`	Automatic classification of abandonment in Douro's vineyard parcels. CENTERIS/ProjMAN/HCist Igor Teixeira, Joaquim João Sousa, António Cunha
2023	—	`conf`	Automating the Annotation of Medical Images in Capsule Endoscopy Through Convolutional Neural Networks and CBIR. MobiHealth Rodrigo Fernandes, Marta Salgado, Ishak Paçal, António Cunha
2023	—	`conf`	Can the Segmentation Improve the Grape Varieties' Identification Through Images Acquired On-Field? EPIA (2) Gabriel A. Carneiro, Ana Cláudia Teixeira, Raul Morais, Joaquim João Sousa, António Cunha
2023	—	`conf`	Colonoscopic Polyp Detection with Deep Learning Assist. VISIGRAPP (4: VISAPP) Alexandre Neto, Diogo Couto, Miguel T. Coimbra, António Cunha
2023	—	`conf`	Deep Learning Model Evaluation and Insights in Inherited Retinal Disease Detection. MobiHealth Hélder Ferreira, Ana Marta, Inês Couto, José Câmara, João Melo Beirão, António Cunha
2023	—	`conf`	Does Fake News have Feelings? CENTERIS/ProjMAN/HCist Herbert Laroca Pinto, Vítor Rocio, António Cunha
2023	C	`conf`	Evaluating Data Augmentation for Grapevine Varieties Identification. IGARSS Gabriel A. Carneiro, Alexandre Neto, Ana Cláudia Teixeira, António Cunha, Joaquim João Sousa
2023	C	`conf`	Evaluating YOLO Models for Grape Moth Detection in Insect Traps. IGARSS Ana Cláudia Teixeira, Gabriel A. Carneiro, Raul Morais, Joaquim João Sousa, António Cunha
2023	—	`conf`	Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images. CENTERIS/ProjMAN/HCist Rodrigo Fernandes, Alexandre Pessoa, José Nogueira, Anselmo Cardoso de Paiva, Ishak Paçal, Marta Salgado, António Cunha
2023	—	`conf`	Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images. CENTERIS/ProjMAN/HCist Rodrigo Fernandes, Alexandre Pessoa, José Nogueira, Anselmo Cardoso de Paiva, Ishak Paçal, Marta Salgado, António Cunha
2023	J	`jnl`	Generative Adversarial Networks for Augmenting Endoscopy Image Datasets of Stomach Precancerous Lesions: A Review. IEEE Access Bruno Magalhães, Alexandre Neto, António Cunha
2023	—	`conf`	Identification and Detection in Building Images of Biological Growths - Prevent a Health Issue. MobiHealth Sandra Pereira, António Cunha, Jorge Pinto
2023	—	`conf`	Informative Classification of Capsule Endoscopy Videos Using Active Learning. MobiHealth Filipe Fonseca, Beatriz Nunes, Marta Salgado, Augusto Silva, António Cunha
2023	J	`jnl`	Lung CT image synthesis using GANs. Expert Syst. Appl. 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 Luís Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
2023	—	`conf`	Phase Unwrapping using ML methods. CENTERIS/ProjMAN/HCist Diogo Couto, Steffan Davies, Joaquim João Sousa, António Cunha
2023	—	`conf`	Quality assessment of Low-cost retinal Videos for Glaucoma screening. CENTERIS/ProjMAN/HCist Solomon Gebru Abay, Filipa Lima, Luc Geurts, José Camara, João Pedrosa, António Cunha
2023	—	`conf`	Research Challenges for Augmenting Endoscopy Image Datasets using Image Combination Methodologies. CENTERIS/ProjMAN/HCist Alexandre Neto, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, António Cunha
2023	—	`conf`	Segmentation as a Pre-processing for Automatic Grape Moths Detection. EPIA (2) Ana Cláudia Teixeira, Gabriel A. Carneiro, Raul Morais, Joaquim João Sousa, António Cunha
2023	—	`conf`	Similarity-Based Explanations for Deep Interpretation of Capsule Endoscopy Images. MobiHealth Miguel Fontes, Danilo Leite, João Dallyson Sousa de Almeida, António Cunha
2023	C	`conf`	Street Light Segmentation in Satellite Images Using Deep Learning. IGARSS Ana Cláudia Teixeira, Gabriel A. Carneiro, Vítor Filipe, António Cunha, Joaquim João Sousa
2023	C	`conf`	Transfer-Learning On Land Use And Land Cover Classification. IGARSS Gabriel A. Carneiro, Ana Cláudia Teixeira, António Cunha, Joaquim João Sousa
2023	—	`ed.`	Wireless Mobile Communication and Healthcare - 11th EAI International Conference, MobiHealth 2022, Virtual Event, November 30 - December 2, 2022, Proceedings MobiHealth António Cunha, Nuno M. Garcia, Jorge Marx Gómez, Sandra Pereira
2022	—	`conf`	A Review on Deep Learning-Based Automatic Lipreading. MobiHealth Carlos Santos, António Cunha, Paulo Jorge Simões Coelho
2022	—	`conf`	A Review on the Video Summarization and Glaucoma Detection. MobiHealth Tales Correia, António Cunha, Paulo Jorge Simões Coelho
2022	—	`conf`	A deep learning approach for automatic counting of bedbugs and grape moth. CENTERIS/ProjMAN/HCist Ana Cláudia Teixeira, Raul Morais, Joaquim João Sousa, Emanuel Peres, António Cunha
2022	C	`conf`	Deep Learning Approach for Terrace Vineyards Detection from Google Earth Satellite Imagery. IGARSS Nuno Figueiredo, Alexandre Neto, António Cunha, Joaquim João Moreira de Sousa, António M. R. Sousa
2022	—	`conf`	Deep Learning Glaucoma Detection Models in Retinal Images Capture by Mobile Devices. MobiHealth Roberto Flavio Rezende, Ana Coelho, Rodrigo Fernandes, José Camara, Alexandre Neto, António Cunha
2022	C	`conf`	Detecting Earthquakes in SAR Interferogram with Vision Transformer. IGARSS Bruno Silva, Joaquim João Sousa, António Cunha
2022	J	`jnl`	Detection and Mosaicing Techniques for Low-Quality Retinal Videos. Sensors José Camara, Bruno Silva, António Jorge Gouveia, Ivan Miguel Pires, Paulo Jorge Simões Coelho, António Cunha
2022	—	`conf`	Diabetic Retinopathy Detection Using Convolutional Neural Networks for Mobile Use. MobiHealth Meltem Esengönül, Anselmo Cardoso de Paiva, João M. F. Rodrigues, António Cunha
2022	—	`conf`	Evaluating Rotation Invariant Strategies for Mitosis Detection Through YOLO Algorithms. MobiHealth 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
2022	J	`jnl`	Evaluations of Deep Learning Approaches for Glaucoma Screening Using Retinal Images from Mobile Device. Sensors Alexandre Neto, José Camara, António Cunha
2022	—	`conf`	Exploratory approach for automatic detection of vine rows in terrace vineyards. CENTERIS/ProjMAN/HCist Nuno Figueiredo, Luís Pádua, António Cunha, Joaquim João Sousa, António M. R. Sousa
2022	—	`conf`	Glaucoma Detection using Convolutional Neural Networks for Mobile Use. CENTERIS/ProjMAN/HCist Meltem Esengönül, António Cunha
2022	C	`conf`	Grapevine Varieties Identification Using Vision Transformers. IGARSS Gabriel Antonio Carneiro, Luís Pádua, Emanuel Peres, Raul Morais, Joaquim João Moreira de Sousa, António Cunha
2022	J	`jnl`	Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification. J. Imaging José Camara, Alexandre Neto, Ivan Miguel Pires, María Vanessa Villasana, Eftim Zdravevski, António Cunha
2022	—	`conf`	Migration of a stock management application in the healthcare industry to a Web/Mobile environment: a project report. CENTERIS/ProjMAN/HCist Cátia Machado, António Cunha, António Jorge Gouveia
2022	J	`jnl`	Multiple instance learning for lung pathophysiological findings detection using CT scans. Medical Biol. Eng. Comput. 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 Luís Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
2022	C	`conf`	PS-InSAR Target Classification Using Deep Learning. IGARSS Pedro Aguiar, António Cunha, Matus Bakon, Antonio M. Ruiz-Armenteros, Joaquim João Moreira de Sousa
2022	—	`conf`	Preliminary Study of Deep Learning Algorithms for Metaplasia Detection in Upper Gastrointestinal Endoscopy. MobiHealth Alexandre Neto, Sofia Ferreira, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, António Cunha
2022	C	`conf`	Segmentation as a Preprocessing Tool for Automatic Grapevine Classification. IGARSS Gabriel Antonio Carneiro, Luís Pádua, Emanuel Peres, Raul Morais, Joaquim João Moreira de Sousa, António Cunha
2022	—	`conf`	Synthesizing 3D Lung CT scans with Generative Adversarial Networks. EMBC Artur Ferreira, Tânia Pereira, Francisco Silva, Ana T. Vilares, Miguel Correia Da Silva, António Cunha, Hélder P. Oliveira
2022	—	`conf`	Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features. EMBC Marco Teixeira, Tânia Pereira, Francisco Silva, António Cunha, Hélder P. Oliveira
2022	C	`conf`	Using Deep Learning for Detection and Classification of Insects on Traps. IGARSS Ana Cláudia Teixeira, José Ribeiro, Alexandre Neto, Raul Morais, Joaquim João Moreira de Sousa, António Cunha
2022	—	`conf`	Using deep learning for automatic detection of insects in traps. CENTERIS/ProjMAN/HCist Ana Cláudia Teixeira, Raul Morais, Joaquim João Sousa, Emanuel Peres, António Cunha
2021	J	`jnl`	A multi-task CNN approach for lung nodule malignancy classification and characterization. Expert Syst. Appl. Sónia Marques, Filippo Schiavo, Carlos A. Ferreira, João Pedrosa, António Cunha, Aurélio Campilho
2021	—	`conf`	Abnormality classification in small datasets of capsule endoscopy images. CENTERIS/ProjMAN/HCist Filipe Fonseca, Beatriz Nunes, Marta Salgado, António Cunha
2021	—	`conf`	Analyzing the Fine Tuning's impact in Grapevine Classification. CENTERIS/ProjMAN/HCist Gabriel S. Carneiro, Ana Ferreira, Raul Morais, Joaquim João Sousa, António Cunha
2021	—	`conf`	Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning. CENTERIS/ProjMAN/HCist Diogo M. Silva, Théo Bernardin, Kévin Fanton, Roshan Nepaul, Luís Pádua, Joaquim João Sousa, António Cunha
2021	—	`conf`	Deformation Fringes Detection in SAR interferograms Using Deep Learning. CENTERIS/ProjMAN/HCist Bruno Silva, Joaquim João Sousa, Milan Lazecký, António Cunha
2021	J	`jnl`	EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning. IEEE Access 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 Luís Costa, António Cunha, Hélder P. Oliveira
2021	—	`conf`	Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. EMBC Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira
2021	—	`conf`	Exploring Dataset Manipulation via Machine Learning for Botnet Traffic. CENTERIS/ProjMAN/HCist Rodrigo Abrantes, Pedro Mestre, António Cunha
2021	—	`conf`	Grapevine Segmentation in RGB Images using Deep Learning. CENTERIS/ProjMAN/HCist Gabriel A. Carneiro, Rafaela Magalhães, Alexandre Neto, Joaquim João Sousa, António Cunha
2021	C	`conf`	Grapevine Variety Identification Through Grapevine Leaf Images Acquired in Natural Environment. IGARSS Gabriel S. Carneiro, Luís Pádua, Joaquim João Sousa, Emanuel Peres, Raul Morais, António Cunha
2021	J	`jnl`	LNDb challenge on automatic lung cancer patient management. Medical Image Anal. João Pedrosa, Guilherme Aresta, Carlos 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
2021	—	`conf`	Machine Learning automatic assessment for glaucoma and myopia based on Corvis ST data. CENTERIS/ProjMAN/HCist Danilo Leite, Maria Campelos, Ana Fernandes, Pedro Batista, João Melo Beirão, Pedro Menéres, António Cunha
2021	—	`conf`	Optic disc and cup segmentations for glaucoma assessment using cup-to-disc ratio. CENTERIS/ProjMAN/HCist Alexandre Neto, José Camara, Sérgio Oliveira, Ana Cláudia Teixeira, António Cunha
2021	—	`conf`	Polyps Detection in Colonoscopies. CENTERIS/ProjMAN/HCist José Ribeiro, Sara Nóbrega, António Cunha
2021	—	`conf`	Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans. BIBM Alexandra Ventura, Tânia Pereira, Francisco Silva, Cláudia Freitas, António Cunha, Hélder P. Oliveira
2021	—	`conf`	The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira
2020	J	`jnl`	Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance. IEEE J. Biomed. Health Informatics Guilherme Aresta, Carlos Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
2020	—	`conf`	Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization. ISBI Carlos A. Ferreira, Guilherme Aresta, João Pedrosa, João Rebelo, Eduardo Negrão, António Cunha, Isabel Ramos, Aurélio Campilho
2020	J	`jnl`	Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images. J. Medical Syst. Joana Rocha, António Cunha, Ana Maria Mendonça
2020	—	`conf`	Low-Resolution Retinal Image Vessel Segmentation. HCI (9) Hasan A. Zengin, José Camara, Paulo Jorge Simões Coelho, João M. F. Rodrigues, António Cunha
2020	—	`conf`	Multivariate Outlier Detection in Postprocessing of Multi-temporal PS-InSAR Results using Deep Learning. CENTERIS/ProjMAN/HCist Pedro Aguiar, António Cunha, Matus Bakon, Antonio M. Ruiz-Armenteros, Joaquim João Sousa
2019	J	`jnl`	An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans. Expert Syst. Appl. Elham Shakibapour, António Cunha, Guilherme Aresta, Ana Maria Mendonça, Aurélio Campilho
2019	—	`conf`	Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images. EPIA (1) Joana Rocha, António Cunha, Ana Maria Mendonça
2019	J	`jnl`	Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance. CoRR Guilherme Aresta, Carlos Ferreira, João Pedrosa, Teresa Araújo, João Rebelo, Eduardo Negrão, Margarida Morgado, Filipe Alves, António Cunha, Isabel Ramos, Aurélio Campilho
2019	J	`jnl`	LNDb: A Lung Nodule Database on Computed Tomography. CoRR João Pedrosa, Guilherme Aresta, Carlos Ferreira, Márcio Rodrigues, Patrícia Leitão, André Silva Carvalho, João Rebelo, Eduardo Negrão, Isabel Ramos, António Cunha, Aurélio Campilho
2019	—	`conf`	Lesions Multiclass Classification in Endoscopic Capsule Frames. CENTERIS/ProjMAN/HCist Maria Teresa Valério, Sara Gomes, Marta Salgado, Hélder P. Oliveira, António Cunha
2019	—	`conf`	Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction. IbPRIA (2) Catarina Dias, Gil Pinheiro, António Cunha, Hélder P. Oliveira
2019	—	`conf`	Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic Capsules. ISBI Gil Pinheiro, Paulo Jorge Simões Coelho, Mariana Mourão, Marta Salgado, Hélder P. Oliveira, António Cunha
2019	—	`conf`	Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames. CENTERIS/ProjMAN/HCist Sara Gomes, Maria Teresa Valério, Marta Salgado, Hélder P. Oliveira, António Cunha
2018	—	`conf`	A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies. ICIAR Paulo Jorge Simões Coelho, Ana Pereira, Argentina Leite, Marta Salgado, António Cunha
2018	C	`conf`	Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules. CIARP Carlos A. Ferreira, António Cunha, Ana Maria Mendonça, Aurélio Campilho
2018	—	`conf`	Deep Homography Based Localization on Videos of Endoscopic Capsules. BIBM Gil Pinheiro, Paulo Jorge Simões Coelho, Marta Salgado, Hélder P. Oliveira, António Cunha
2018	—	`conf`	Machine learning classification methods in hyperspectral data processing for agricultural applications. ICGDA Jonás Hruska, Telmo Adão, Luís Pádua, Pedro Marques, António Cunha, Emanuel Peres, António M. R. Sousa, Raul Morais, Joaquim João Sousa
2018	—	`conf`	Radiologists' Gaze Characterization During Lung Nodule Search in Thoracic CT. ICGI Marlene Machado, Guilherme Aresta, Patrícia Leitão, André Silva Carvalho, Márcio Rodrigues, Isabel Ramos, António Cunha, Aurélio J. C. Campilho
2018	—	`conf`	Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography. RAMBO+BIA+TIA@MICCAI Guilherme Aresta, Teresa Araújo, Colin Jacobs, Bram van Ginneken, António Cunha, Isabel Ramos, Aurélio Campilho
2018	J	`jnl`	iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network. CoRR Guilherme Aresta, Colin Jacobs, Teresa Araújo, António Cunha, Isabel Ramos, Bram van Ginneken, Aurélio Campilho
2017	—	`conf`	Detection of juxta-pleural lung nodules in computed tomography images. Computer-Aided Diagnosis Guilherme Aresta, António Cunha, Aurélio Campilho
2017	—	`conf`	Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images. VISIGRAPP (6: VISAPP) Luis Gonçalves, Jorge Novo, António Cunha, Aurélio J. C. Campilho
2016	—	`conf`	Automatic Meal Intake Monitoring Using Hidden Markov Models. CENTERIS/ProjMAN/HCist Luís Costa, Paula Trigueiros Cunha, António Cunha
2016	—	`conf`	Helping Older People: Is there an App for that? CENTERIS/ProjMAN/HCist António Cunha, Evandro Cunha, Emanuel Peres, Paula Trigueiros Cunha
2015	—	`conf`	Cost-effective and Lightweight Mobile Units for MixAR: A Comparative Trial among Different Setups. CENTERIS/ProjMAN/HCist Luís Pádua, David Narciso, Telmo Adão, António Cunha, Emanuel Peres, Luís Magalhães
2015	—	`conf`	HelpWave: An Integrated Web Centred System. CENTERIS/ProjMAN/HCist António Cunha, Paula Trigueiros Cunha, António Jorge Gouveia
2015	—	`conf`	Mobile RHS: A Mobile Application to Support the "River Habitat Survey" Methodology. CENTERIS/ProjMAN/HCist António Cunha, Pedro Gonçalves, João Barreira, António Trigo, Samantha Jane Hughes
2015	J	`jnl`	Towards Modern Cost-effective and Lightweight Augmented Reality Setups. Int. J. Web Portals Luís Pádua, Telmo Adão, David Narciso, António Cunha, Luís Magalhães, Emanuel Peres
2015	J	`jnl`	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. Márcio Garcia Martins, António Cunha, Irene Oliveira, Leonel Morgado
2014	B	`conf`	ASL: a DSL for remote contact center agents. SMC Andre Carvalho, Susana Oliveira, Sandra Fernandes, António Cunha
2014	—	`conf`	Reassuring the Elderly Regarding the Use of Mobile Devices for Mobility. HCI (6) António Cunha, Paula Trigueiros Cunha, Tiago Lemos
2013	—	`conf`	Indoor Localization and Tracking Using 802.11 Networks and Smartphones. EvAAL João Quintas, António Cunha, Pedro Serra, André Pereira, Bruno Marques, Jorge Dias
2012	—	`conf`	Usability Test of 3Dconnexion 3D Mice Versus Keyboard+Mouse in Second Life Undertaken by People with Motor Disabilities due to Medullary Lesions. DSAI Márcio Garcia Martins, António Cunha, Leonel Morgado
2011	J	`jnl`	Cell functional enviromics: Unravelling the function of environmental factors. BMC Syst. Biol. 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
2011	—	`conf`	Endoscopy - Brief historical survey, developments and therapeutics. SeGAH Ana Liborio, Sylvie Couto, António Cunha, Paulo Jorge Simões Coelho
2011	—	`conf`	Planning of a usability test for 3D controllers in Second Life / OpenSimulator virtual worlds. SeGAH Cátia Dias, Odete Fernandes, António Cunha, Leonel Morgado
2008	—	`conf`	A Pervasive Nutritional Monitoring and Advise System - NutriMe. ICE-B Vitor Basto-Fernandes, João Varajão, António Cunha
2007	J	`jnl`	Towards a new mobility concept for cities: architecture and programming of semi-autonomous electric vehicles. Ind. Robot Rui P. Rocha, António Cunha, Joaquim Varandas, Jorge Dias