Adversarial Data Augmentation on Breast MRI Segmentation

by João F. Teixeira, Mariana Dias, Eva Batista, Joana Costa, Luís F. Teixeira, Hélder P. Oliveira
Published 2021-05-01

A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery

by Hooshiar Zolfagharnasab, Sílvia Bessa, Sara P. Oliveira, Pedro Faria, João F. Teixeira, Jaime S. Cardoso, Hélder P. Oliveira
Published 2018-01-01

Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained Slides

by Sara P. Oliveira, João Ribeiro Pinto, Tiago Gonçalves, Rita Canas-Marques, Maria-João Cardoso, Hélder P. Oliveira, Jaime S. Cardoso
Published 2020-07-01

Pre-Training Autoencoder for Lung Nodule Malignancy Assessment Using CT Images

by Francisco Silva, Tania Pereira, Julieta Frade, José Mendes, Claudia Freitas, Venceslau Hespanhol, José Luis Costa, António Cunha, Hélder P. Oliveira
Published 2020-11-01

3D digital breast cancer models with multimodal fusion algorithms

by Sílvia Bessa, Pedro F. Gouveia, Pedro H. Carvalho, Cátia Rodrigues, Nuno L. Silva, Fátima Cardoso, Jaime S. Cardoso, Hélder P. Oliveira, Maria João Cardoso
Published 2020-02-01

The Role of Liquid Biopsy in Early Diagnosis of Lung Cancer

by Cláudia Freitas, Cláudia Freitas, Catarina Sousa, Francisco Machado, Mariana Serino, Vanessa Santos, Natália Cruz-Martins, Natália Cruz-Martins, Natália Cruz-Martins, Armando Teixeira, Armando Teixeira, António Cunha, António Cunha, Tania Pereira, Hélder P. Oliveira, Hélder P. Oliveira, José Luís Costa, José Luís Costa, José Luís Costa, Venceslau Hespanhol, Venceslau Hespanhol, Venceslau Hespanhol
Published 2021-04-01

Automatic detection of perforators for microsurgical reconstruction

by Carlos Mavioso, Ricardo J. Araújo, Hélder P. Oliveira, João C. Anacleto, Maria Antónia Vasconcelos, David Pinto, Pedro F. Gouveia, Celeste Alves, Fátima Cardoso, Jaime S. Cardoso, Maria João Cardoso
Published 2020-04-01

Comprehensive Perspective for Lung Cancer Characterisation Based on AI Solutions Using CT Images

by Tania Pereira, Cláudia Freitas, José Luis Costa, Joana Morgado, Francisco Silva, Eduardo Negrão, Beatriz Flor de Lima, Miguel Correia da Silva, António J. Madureira, Isabel Ramos, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
Published 2021-12-01

Machine Learning and Feature Selection Methods for <i>EGFR</i> Mutation Status Prediction in Lung Cancer

by Joana Morgado, Tania Pereira, Francisco Silva, 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
Published 2021-04-01

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

by Francisco Silva, Tania Pereira, Joana Morgado, Julieta Frade, Jose Mendes, Claudia Freitas, Eduardo Negrao, Beatriz Flor De Lima, Miguel Correia Da Silva, Antonio J. Madureira, Isabel Ramos, Venceslau Hespanhol, Jose Luis Costa, Antonio Cunha, Helder P. Oliveira
Published 2021-01-01

Sharing Biomedical Data: Strengthening AI Development in Healthcare

by Tania Pereira, Joana Morgado, Francisco Silva, Michele M. Pelter, Vasco Rosa Dias, Rita Barros, 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
Published 2021-06-01