Joana Patrícia Machado Morgado


AuthID: R-00J-KQB

Confirmed Publications: 9



1
TITLE: An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression  Full Text
AUTHORS: Ramos, Bernardo; Pereira, Tania ; Moranguinho, Joao ; Morgado, Joana ; Costa, Jose Luis; 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: 5
IN MY: ORCID
2
TITLE: Applying Machine Learning for Traffic Forecasting in Porto, Portugal
AUTHORS: Maia, Paulo; Morgado, Joana ; Goncalves, Tiago ; Albuquerque, Tome ;
PUBLISHED: 2021, SOURCE: 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, PT II, VOLUME: 1525
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
3
TITLE: Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images  Full Text
AUTHORS: Moranguinho, Joao ; Pereira, Tania ; Ramos, Bernardo; Morgado, Joana ; Costa, Jose Luis; 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: 5
IN MY: ORCID
4
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
5
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
6
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
7
TITLE: Machine Learning and Feature Selection Methods for EGFR Mutation Status Prediction in Lung Cancer
AUTHORS: Morgado, J ; Pereira, T ; Silva, F ; 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: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 7
INDEXED IN: Scopus WOS CrossRef: 21
IN MY: ORCID
8
TITLE: Sharing Biomedical Data: Strengthening AI Development in Healthcare  Full Text
AUTHORS: Pereira, T ; Morgado, J ; Silva, F ; Pelter, MM; Dias, VR ; Barros, R; 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: HEALTHCARE, VOLUME: 9, ISSUE: 7
INDEXED IN: Scopus WOS CrossRef: 8
IN MY: ORCID
9
TITLE: The Impact of Interstitial Diseases Patterns on Lung CT Segmentation  Full Text
AUTHORS: Silva, Francisco ; Pereira, Tania ; 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: 3
IN MY: ORCID

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