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2020 – today
- 2023
[j3]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 Luís Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira:
Lung CT image synthesis using GANs. Expert Syst. Appl. 215: 119350 (2023)- 2022
- [j2]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 Luís 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): 1569-1584 (2022) - 2021
- [j1]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 Luís 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: 58667-58676 (2021) - [c5]Bernardo Ramos, Tânia Pereira, João Moranguinho, Joana Morgado, José Luís Costa, Hélder P. Oliveira:
An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression. EMBC 2021: 1707-1710 - [c4]João Moranguinho, Tânia Pereira, Bernardo Ramos, Joana Morgado, José Luís Costa, Hélder P. Oliveira:
Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images. EMBC 2021: 2852-2855 - [c3]Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira:
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC 2021: 2856-2859 - [c2]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: 3285-3288 - [c1]Paulo Maia, Joana Morgado, Tiago Gonçalves, Tomé Albuquerque:
Applying Machine Learning for Traffic Forecasting in Porto, Portugal. PKDD/ECML Workshops (2) 2021: 299-308
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