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Francisco Silva
Francisco Silva
PhD student at FCUP, University of Porto | INESC TEC
Verified email at inesctec.pt - Homepage
Title
Cited by
Cited by
Year
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
402021
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
332022
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
332021
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
312021
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
292022
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
292020
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
262023
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
242020
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
132022
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
102022
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
72023
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
72021
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
52022
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
52021
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
32023
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
22024
Semi-supervised approach for egfr mutation prediction on ct images
C Pinheiro, F Silva, T Pereira, HP Oliveira
Mathematics 10 (22), 4225, 2022
22022
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
22022
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
12023
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
12022
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