António Manuel Trigueiros da Silva Cunha


AuthID: R-000-2BV

Confirmed Publications: 122



51
TITLE: A multi-task CNN approach for lung nodule malignancy classification and characterization  Full Text
AUTHORS: Marques, S; Schiavo, F; Ferreira, CA ; Pedrosa, J ; Cunha, A ; Campilho, A ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 184
INDEXED IN: WOS DBLP CrossRef: 19
IN MY: ORCID
52
TITLE: Abnormality classification in small datasets of capsule endoscopy images
AUTHORS: Fonseca, F; Nunes, B; Salgado, M; Cunha, A ;
PUBLISHED: 2021, SOURCE: 2021 International Conference on ENTERprise Information Systems, CENTERIS 2021 / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 and International Conference on Health and Social Care Information Systems and Technologies 2021 in Procedia Computer Science, VOLUME: 196
INDEXED IN: Scopus CrossRef: 3
IN MY: ORCID
53
TITLE: Analyzing the Fine Tuning's impact in Grapevine Classification
AUTHORS: Carneiro, GS ; Ferreira, A; Morais, R; Sousa, JJ ; Cunha, A ;
PUBLISHED: 2021, SOURCE: 2021 International Conference on ENTERprise Information Systems, CENTERIS 2021 / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 and International Conference on Health and Social Care Information Systems and Technologies 2021 in Procedia Computer Science, VOLUME: 196
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
54
TITLE: Automatic detection of Flavescense Dorée grapevine disease in hyperspectral images using machine learning
AUTHORS: Silva, DM; Bernardin, T; Fanton, K; Nepaul, R; Pádua, L; Sousa, JJ ; Cunha, A ;
PUBLISHED: 2021, SOURCE: 2021 International Conference on ENTERprise Information Systems, CENTERIS 2021 / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 and International Conference on Health and Social Care Information Systems and Technologies 2021 in Procedia Computer Science, VOLUME: 196
INDEXED IN: Scopus CrossRef: 2
IN MY: ORCID
55
TITLE: Comprehensive Perspective for Lung Cancer Characterisation Based on AI Solutions Using CT Images
AUTHORS: Pereira, T ; Freitas, C ; Costa, JL; Morgado, J ; Silva, F ; Negrao, E; de Lima, BF; da Silva, MC; Madureira, AJ ; Ramos, I; Hespanhol, V ; Cunha, A ; Oliveira, HP ;
PUBLISHED: 2021, SOURCE: JOURNAL OF CLINICAL MEDICINE, VOLUME: 10, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 12
IN MY: ORCID
56
TITLE: Deformation Fringes Detection in SAR interferograms Using Deep Learning
AUTHORS: Silva, B; Sousa, JJ ; Lazecky, M; Cunha, A ;
PUBLISHED: 2021, SOURCE: 2021 International Conference on ENTERprise Information Systems, CENTERIS 2021 / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 and International Conference on Health and Social Care Information Systems and Technologies 2021 in Procedia Computer Science, VOLUME: 196
INDEXED IN: Scopus CrossRef: 1
IN MY: ORCID
57
TITLE: EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning
AUTHORS: Silva, F ; Pereira, T ; Morgado, J ; Frade, J; Mendes, J; Freitas, C; Negrao, E; De Lima, BF; Da Silva, MC; Madureira, AJ; Ramos, I; Hespanhol, V; Costa, JL; Cunha, A ; Oliveira, HP ;
PUBLISHED: 2021, SOURCE: IEEE ACCESS, VOLUME: 9
INDEXED IN: Scopus WOS DBLP CrossRef: 23
IN MY: ORCID
58
TITLE: Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer  Full Text
AUTHORS: Malafaia, Mafalda ; Pereira, Tania ; Silva, Francisco ; Morgado, Joana ; Cunha, Antonio ; Oliveira, Helder P. ;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
INDEXED IN: Scopus WOS DBLP CrossRef: 2
IN MY: ORCID
59
TITLE: Exploring Dataset Manipulation via Machine Learning for Botnet Traffic
AUTHORS: Abrantes, R; Mestre, P ; Cunha, A ;
PUBLISHED: 2021, SOURCE: 2021 International Conference on ENTERprise Information Systems, CENTERIS 2021 / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 and International Conference on Health and Social Care Information Systems and Technologies 2021 in Procedia Computer Science, VOLUME: 196
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
60
TITLE: Grapevine Segmentation in RGB Images using Deep Learning
AUTHORS: Carneiro, GA ; Magalhães, R; Neto, A; Sousa, JJ ; Cunha, A ;
PUBLISHED: 2021, SOURCE: 2021 International Conference on ENTERprise Information Systems, CENTERIS 2021 / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021 and International Conference on Health and Social Care Information Systems and Technologies 2021 in Procedia Computer Science, VOLUME: 196
INDEXED IN: Scopus CrossRef: 2 Unpaywall
IN MY: ORCID
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