| Radiological Medical Imaging Annotation and Visualization Tool I Teiga, JV Sousa, F Silva, T Pereira, HP Oliveira International Conference on Human-Computer Interaction, 317-333, 2024 | | 2024 |
| 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 | | 2024 |
| Patch-based CNN Models for Bone Marrow Edema Detection Using MRI A Gomes, T Pereira, F Silva, P Franco, DC Carvalho, SC Dias, HP Oliveira 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
| A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq M Simões, T Pereira, F Silva, JC Machado, HP Oliveira 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
| 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 | 3 | 2023 |
| 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 | | 2023 |
| 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 | 18 | 2023 |
| 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 |
| Semi-supervised approach for egfr mutation prediction on ct images C Pinheiro, F Silva, T Pereira, HP Oliveira Mathematics 10 (22), 4225, 2022 | 1 | 2022 |
| 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 | 7 | 2022 |
| Synthesizing 3D Lung CT scans with Generative Adversarial Networks A Ferreira, T Pereira, F Silva, AT Vilares, MC Silva, A Cunha, HP Oliveira 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | | 2022 |
| Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features M Teixeira, T Pereira, F Silva, A Cunha, HP Oliveira 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | | 2022 |
| 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 |
| 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 |
| 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 | 9 | 2022 |
| 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 | 3 | 2022 |
| Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification B Ramos, T Pereira, F Silva, JL Costa, HP Oliveira Iberian Conference on Pattern Recognition and Image Analysis, 182-191, 2022 | | 2022 |
| 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 | 28 | 2022 |
| 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 | 23 | 2022 |
| Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans A Ventura, T Pereira, F Silva, C Freitas, A Cunha, HP Oliveira 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | | 2021 |
Tania PereiraUniversity of Coimbra, INESC TEC - Institute for Systems and Computer Engineering在 lei.fis.uc.pt 的电子邮件经过验证
