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Joana Vale Sousa
Joana Vale Sousa
INESC TEC - Institute for Systems and Computer Engineering, Technology and Science
Adresse e-mail validée de inesctec.pt
Titre
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Année
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
252022
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
192022
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
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
12022
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
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 Segmentation in CT Images: A CNN U-Net hybrid approach on a cross-cohort dataset
JVA de Sousa
2021
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