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TITLE: CTCovid19: Automatic Covid-19 model for Computed Tomography Scans Using Deep Learning
AUTHORS: Carlos Antunes; João Rodrigues; António Cunha ;
PUBLISHED: 2025, SOURCE: Intelligence-Based Medicine, VOLUME: 11
INDEXED IN: Scopus CrossRef Unpaywall
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TITLE: Retinitis Pigmentosa Classification with Deep Learning and Integrated Gradients Analysis
AUTHORS: Ferreira, Helder; Marta, Ana; Machado, Jorge; Couto, Ines; Marques, Joao Pedro; Beirao, Joao Melo; Cunha, Antonio ;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef
3
TITLE: A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images
AUTHORS: Alexandre P Pessoa; Darlan P Quintanilha; João Dallyson Sousa de Almeida; Geraldo Braz; Anselmo de Paiva; António Cunha ;
PUBLISHED: 2024, SOURCE: 26th International Conference on Enterprise Information Systems, ICEIS 2024 in International Conference on Enterprise Information Systems, ICEIS - Proceedings, VOLUME: 1
INDEXED IN: Scopus CrossRef Unpaywall
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4
TITLE: A Multi-Stage Automatic Method Based on a Combination of Fully Convolutional Networks for Cardiac Segmentation in Short-Axis MRI
AUTHORS: da Silva, Italo Francyles Santos; Silva, Aristofanes Correa; de Paiva, Anselmo Cardoso; Gattass, Marcelo; Cunha, Antonio Manuel ;
PUBLISHED: 2024, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 14, ISSUE: 16
INDEXED IN: Scopus WOS CrossRef
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5
TITLE: A One-Step Methodology for Identifying Concrete Pathologies Using Neural Networks-Using YOLO v8 and Dataset Review
AUTHORS: Diniz, Joel de Conceicao Nogueira; de Paiva, Anselmo Cardoso; Braz Junior, Geraldo; de Almeida, Joao Dallyson Sousa; Silva, Aristofanes Correa; Cunha, Antonio Manuel Trigueiros da Silva ; Cunha, Sandra Cristina Alves Pereira da Silva ;
PUBLISHED: 2024, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 14, ISSUE: 10
INDEXED IN: Scopus WOS CrossRef Unpaywall
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TITLE: A Vision Transformer Approach to Fundus Image Classification
AUTHORS: Danilo Leite; José Camara; João Rodrigues; António Cunha ;
PUBLISHED: 2024, SOURCE: 12th International Conference on Mobile Communication and Healthcare, MobiHealth 2023 in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, VOLUME: 578 LNICST
INDEXED IN: Scopus CrossRef Unpaywall
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7
TITLE: Advancing Grapevine Variety Identification: A Systematic Review of Deep Learning and Machine Learning Approaches
AUTHORS: Carneiro, Gabriel A.; Cunha, Antonio ; Aubry, Thierry J.; Sousa, Joaquim ;
PUBLISHED: 2024, SOURCE: AGRIENGINEERING, VOLUME: 6, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef
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8
TITLE: Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review
AUTHORS: Fontes, Miguel; de Almeida, Joao Dallyson Sousa; Cunha, Antonio ;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12
INDEXED IN: Scopus WOS CrossRef Unpaywall
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9
TITLE: Automatic classification of abandonment in Douro's vineyard parcels
AUTHORS: Igor Teixeira; Joaquim Sousa ; Antonio Cunha ;
PUBLISHED: 2024, SOURCE: 2023 International Conference on ENTERprise Information Systems, CENTERIS 2023 - International Conference on Project MANagement, ProjMAN 2023 - International Conference on Health and Social Care Information Systems and Technologies, HCist 2023 in Procedia Computer Science, VOLUME: 239
INDEXED IN: Scopus CrossRef Unpaywall
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10
TITLE: Automatic Detection of Polyps Using Deep Learning
AUTHORS: Francisco Oliveira; Dalila Barbosa; Ishak Paçal; Danilo Leite; António Cunha ;
PUBLISHED: 2024, SOURCE: 12th International Conference on Mobile Communication and Healthcare, MobiHealth 2023 in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, VOLUME: 578 LNICST
INDEXED IN: Scopus CrossRef Unpaywall
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