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ORCIDFrancisco Silva 0002
Person information
- affiliation: University of Porto, INESC TEC, Institute for Systems and Computer Engineering, Technology and Science, Portugal
- affiliation: University of Porto, FCUP, Faculty of Science, Portugal
Other persons with the same name
- Francisco Silva — disambiguation page
- Francisco Silva 0001
![[0000-0003-4551-6732]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4551-6732")
— Politechnic of Porto, ISEP/IPP, GECAD, Knowledge Engineering and Decision Support Research Center, Institute of Engineering, Portugal
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2020 – today
- 2023
[j6]José Mendes, Tânia Pereira, Francisco Silva, Julieta Frade, Joana Morgado, Cláudia Freitas, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, José Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira:
Lung CT image synthesis using GANs. Expert Syst. Appl. 215: 119350 (2023)- [j5]Joana Sousa, Pedro Matos, Francisco Silva, Pedro Freitas, Hélder P. Oliveira, Tânia Pereira:
Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? Sensors 23(12): 5597 (2023) - [c10]Miguel Simões, Tânia Pereira, Francisco Silva, José Manuel F. Machado, Hélder P. Oliveira:
A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq. BIBM 2023: 2875-2882 - [c9]André Gomes, Tânia Pereira, Francisco Silva, Pedro Franco, Diogo Costa Carvalho, Sílvia Costa Dias, Hélder P. Oliveira:
Patch-based CNN Models for Bone Marrow Edema Detection Using MRI. BIBM 2023: 3881-3885 - 2022
- [j4]Mafalda Malafaia, Francisco Silva, Inês Neves, Tânia Pereira, Hélder P. Oliveira:
Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods. IEEE Access 10: 112731-112741 (2022) - [j3]Julieta Frade, Tânia Pereira, Joana Morgado, Francisco Silva, Cláudia Freitas, José Mendes, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, José Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira:
Multiple instance learning for lung pathophysiological findings detection using CT scans. Medical Biol. Eng. Comput. 60(6): 1569-1584 (2022) - [j2]Joana Sousa, Tânia Pereira, Inês Neves, Francisco Silva, Hélder P. Oliveira:
The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans. Sensors 22(9): 3443 (2022) - [c8]Artur Ferreira, Tânia Pereira, Francisco Silva, Ana T. Vilares, Miguel Correia Da Silva, António Cunha, Hélder P. Oliveira:
Synthesizing 3D Lung CT scans with Generative Adversarial Networks. EMBC 2022: 2033-2036 - [c7]Marco Teixeira, Tânia Pereira, Francisco Silva, António Cunha, Hélder P. Oliveira:
Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features. EMBC 2022: 2037-2040 - [c6]Pedro Silva, Tânia Pereira, Marco Teixeira, Francisco Silva, Hélder P. Oliveira:
On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer. EMBC 2022: 2659-2662 - [c5]Tânia Pereira, Francisco Silva, Pedro Claro, Diogo Costa Carvalho, Sílvia Costa Dias, Helena Torrão, Hélder P. Oliveira:
A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images. EMBC 2022: 3854-3857 - [c4]Bernardo Ramos, Tânia Pereira, Francisco Silva, José Luis Costa, Hélder P. Oliveira:
Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification. IbPRIA 2022: 182-191 - 2021
- [j1]Francisco Silva, Tânia Pereira, Joana Morgado, Julieta Frade, José Mendes, 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:
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning. IEEE Access 9: 58667-58676 (2021) - [c3]Alexandra Ventura, Tânia Pereira, Francisco Silva, Cláudia Freitas, António Cunha, Hélder P. Oliveira:
Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans. BIBM 2021: 3099-3105 - [c2]Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira:
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC 2021: 2856-2859 - [c1]Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira:
Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. EMBC 2021: 3285-3288
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