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TITLE: A multi-task CNN approach for lung nodule malignancy classification and characterization  Full Text
AUTHORS: Sónia Marques; Filippo Schiavo; Carlos A Ferreira ; João Pedrosa ; António Cunha ; Aurélio Campilho ;
SOURCE: Expert Systems with Applications, PUBLISHED: 2021
INDEXED IN: CrossRef
IN MY: ORCID
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TITLE: LNDb challenge on automatic lung cancer patient management  Full Text
AUTHORS: Pedrosa, J ; Aresta, G ; Ferreira, C ; Atwal, G; Phoulady, HA; Chen, XY; Chen, RZ; Li, JL; Wang, LS; Galdran, A; Bouchachia, H; Kaluva, KC; Vaidhya, K; Chunduru, A; Tarai, S; Nadimpalli, SPP; Vaidya, S; Kim, I; Rassadin, A; Tian, ZH; Sun, ZW; Jia, YZ; Men, XJ; Ramos, I; Cunha, A ; Campilho, A ; ...More
SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 70, PUBLISHED: 2021
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
3
TITLE: Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance  Full Text
AUTHORS: Aresta, G ; Ferreira, C ; Pedrosa, J ; Araujo, T ; Rebelo, J ; Negrao, E; Morgado, M; Alves, F; Cunha, A; Ramos, I; Campilho, A ;
SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 24, ISSUE: 10, PUBLISHED: 2020
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
4
TITLE: Automatic Lung Reference Model
AUTHORS: Marlene Machado; Carlos A Ferreira ; Joao Pedrosa ; Eduardo Negrao; Joao Rebelo; Patricia Leitao; Andre S Carvalho; Marcio C Rodrigues; Isabel Ramos; Antonio Cunha ; Aurelio Campilho ;
SOURCE: 15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) in XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019, VOLUME: 76, PUBLISHED: 2020
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
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TITLE: CLASSIFICATION OF LUNG NODULES IN CT VOLUMES USING THE LUNG-RADSTM GUIDELINES WITH UNCERTAINTY PARAMETERIZATION
AUTHORS: Carlos A Ferreira ; Guilherme Aresta ; Joao Pedrosa ; Joao Rebelo; Eduardo Negrao; Antonio Cunha ; Isabel Ramos; Aurelio Campilho ;
SOURCE: IEEE 17th International Symposium on Biomedical Imaging (ISBI) in 2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020), VOLUME: 2020-April, PUBLISHED: 2020
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
6
TITLE: Quantitative Assessment of Central Serous Chorioretinopathy in Angiographic Sequences of Retinal Images
AUTHORS: Carlos A Ferreira ; Susana Penas; Jorge Silva ; Ana Maria Mendonca ;
SOURCE: 6th IEEE Portuguese Meeting on Bioengineering (ENBENG) in 2019 6TH IEEE PORTUGUESE MEETING IN BIOENGINEERING (ENBENG), PUBLISHED: 2019
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
7
TITLE: Wide Residual Network for Lung-Rads (TM) Screening Referral
AUTHORS: Carlos A Ferreira ; Guilherme Aresta ; Antonio Cunha ; Ana Maria Mendonca ; Aurelio Campilho ;
SOURCE: 6th IEEE Portuguese Meeting on Bioengineering (ENBENG) in 2019 6TH IEEE PORTUGUESE MEETING IN BIOENGINEERING (ENBENG), PUBLISHED: 2019
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
8
TITLE: Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2
AUTHORS: Carlos A Ferreira ; Tânia Melo ; Patrick Sousa; Maria Inês Meyer ; Elham Shakibapour ; Pedro Costa; Aurélio Campilho ;
SOURCE: 15th International Conference on Image Analysis and Recognition, ICIAR 2018 in Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings, VOLUME: 10882, PUBLISHED: 2018
INDEXED IN: Scopus DBLP CrossRef: 8
IN MY: ORCID
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TITLE: Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules
AUTHORS: Carlos A Ferreira ; António Cunha ; Ana Maria Mendonça ; Aurélio Campilho ;
SOURCE: 23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018 in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings, VOLUME: 11401, PUBLISHED: 2018
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID