Joana Morgado

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Multiple Instance

Pulmonary Embolism

Gene Expression

Top Venues

Medical Biol. Eng. Comput.

Expert Syst. Appl.

PKDD/ECML Workshops (2)

Publications

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 Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
Lung CT image synthesis using GANs. Expert Syst. Appl. 215 (2023)
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 Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
Multiple instance learning for lung pathophysiological findings detection using CT scans. Medical Biol. Eng. Comput. 60 (6) (2022)
Paulo Maia, Joana Morgado, Tiago Gonçalves, Tomé Albuquerque
Applying Machine Learning for Traffic Forecasting in Porto, Portugal. PKDD/ECML Workshops (2) (2021)
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 Luis Costa, António Cunha, Hélder P. Oliveira
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning. IEEE Access 9 (2021)
Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira
Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. EMBC (2021)
Bernardo Ramos, Tânia Pereira, João Moranguinho, Joana Morgado, José Luis Costa, Hélder P. Oliveira
An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression. EMBC (2021)
Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC (2021)
João Moranguinho, Tânia Pereira, Bernardo Ramos, Joana Morgado, José Luis Costa, Hélder P. Oliveira
Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images. EMBC (2021)