| EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning F Silva, T Pereira, J Morgado, J Frade, J Mendes, C Freitas, E Negrao, ... IEEE Access 9, 58667-58676, 2021 | 40 | 2021 |
| Towards machine learning-aided lung cancer clinical routines: Approaches and open challenges F Silva, T Pereira, I Neves, J Morgado, C Freitas, M Malafaia, J Sousa, ... Journal of Personalized Medicine 12 (3), 480, 2022 | 33 | 2022 |
| Machine Learning and Feature Selection Methods for EGFR Mutation Status Prediction in Lung Cancer J Morgado, T Pereira, F Silva, C Freitas, E Negrão, BF de Lima, ... Applied Sciences 11 (7), 3273, 2021 | 33 | 2021 |
| Sharing biomedical data: Strengthening ai development in healthcare T Pereira, J Morgado, F Silva, MM Pelter, VR Dias, R Barros, C Freitas, ... Healthcare 9 (7), 827, 2021 | 31 | 2021 |
| Lung segmentation in CT images: a residual U-Net approach on a cross-cohort dataset J Sousa, T Pereira, F Silva, MC Silva, AT Vilares, A Cunha, HP Oliveira Applied Sciences 12 (4), 1959, 2022 | 29 | 2022 |
| Comprehensive perspective for lung cancer characterisation based on AI solutions using CT images T Pereira, C Freitas, JL Costa, J Morgado, F Silva, E Negrão, BF de Lima, ... Journal of Clinical Medicine 10 (1), 118, 2020 | 29 | 2020 |
| Lung CT image synthesis using GANs J Mendes, T Pereira, F Silva, J Frade, J Morgado, C Freitas, E Negrão, ... Expert Systems with Applications 215, 119350, 2023 | 26 | 2023 |
| Pre-training autoencoder for lung nodule malignancy assessment using CT images F Silva, T Pereira, J Frade, J Mendes, C Freitas, V Hespanhol, JL Costa, ... applied sciences 10 (21), 7837, 2020 | 24 | 2020 |
| Robustness analysis of deep learning-based lung cancer classification using explainable methods M Malafaia, F Silva, I Neves, T Pereira, HP Oliveira IEEE access 10, 112731-112741, 2022 | 13 | 2022 |
| Multiple instance learning for lung pathophysiological findings detection using CT scans J Frade, T Pereira, J Morgado, F Silva, C Freitas, J Mendes, E Negrão, ... Medical & Biological Engineering & Computing 60 (6), 1569-1584, 2022 | 10 | 2022 |
| Machine learning-based approaches for cancer prediction using microbiome data P Freitas, F Silva, JV Sousa, RM Ferreira, C Figueiredo, T Pereira, ... Scientific Reports 13 (1), 11821, 2023 | 7 | 2023 |
| The impact of interstitial diseases patterns on lung CT segmentation F Silva, T Pereira, J Morgado, A Cunha, HP Oliveira 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 7 | 2021 |
| The influence of a coherent annotation and synthetic addition of lung nodules for lung segmentation in CT scans J Sousa, T Pereira, I Neves, F Silva, HP Oliveira Sensors 22 (9), 3443, 2022 | 5 | 2022 |
| Ensemble strategies for EGFR mutation status prediction in lung cancer M Malafaia, T Pereira, F Silva, J Morgado, A Cunha, HP Oliveira 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 5 | 2021 |
| Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? JV Sousa, P Matos, F Silva, P Freitas, HP Oliveira, T Pereira Sensors 23 (12), 5597, 2023 | 3 | 2023 |
| A review of machine learning methods for cancer characterization from microbiome data M Teixeira, F Silva, RM Ferreira, T Pereira, C Figueiredo, HP Oliveira NPJ Precision Oncology 8 (1), 123, 2024 | 2 | 2024 |
| Semi-supervised approach for egfr mutation prediction on ct images C Pinheiro, F Silva, T Pereira, HP Oliveira Mathematics 10 (22), 4225, 2022 | 2 | 2022 |
| A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images T Pereira, F Silva, P Claro, DC Carvalho, SC Dias, H Torrão, HP Oliveira 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 2 | 2022 |
| Learning Models for Bone Marrow Edema Detection in Magnetic Resonance Imaging G Ribeiro, T Pereira, F Silva, J Sousa, DC Carvalho, SC Dias, HP Oliveira Applied Sciences 13 (2), 1024, 2023 | 1 | 2023 |
| On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer P Silva, T Pereira, M Teixeira, F Silva, HP Oliveira 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 1 | 2022 |
Tania PereiraUniversity of Coimbra, INESC TEC - Institute for Systems and Computer EngineeringVerified email at lei.fis.uc.pt
