Joana Morgado

According to our database, Joana Morgado authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Lung CT image synthesis using GANs.

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

Expert Syst. Appl., April, 2023

2022

Multiple instance learning for lung pathophysiological findings detection using CT scans.

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

Medical Biol. Eng. Comput., 2022

2021

EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning.

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

IEEE Access, 2021

Applying Machine Learning for Traffic Forecasting in Porto, Portugal.

Paulo Maia, Joana Morgado, Tiago Gonçalves, Tomé Albuquerque

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

The Impact of Interstitial Diseases Patterns on Lung CT Segmentation.

Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression.

Bernardo Ramos, Tânia Pereira, João Moranguinho, Joana Morgado, José Luis Costa, Hélder P. Oliveira

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images.

João Moranguinho, Tânia Pereira, Bernardo Ramos, Joana Morgado, José Luis Costa, Hélder P. Oliveira

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer.

Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021