Francisco Silva

20 papers C 1Misc 1Journal 8Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning object representations through amortized inference over probabilistic programs. Trans. Mach. Learn. Res. Francisco Silva, Hélder P. Oliveira, Tânia Pereira
2025	J	`jnl`	Causal representation learning through higher-level information extraction. ACM Comput. Surv. Francisco Silva, Hélder P. Oliveira, Tânia Pereira
2025	C	`conf`	MYCN-Amplified Neuroblastoma Detection Radiomics Vs. Trainable Features. BIBE Mafalda Malafaia, Francisco Silva, Diogo Costa Carvalho, Ricardo Martins, Sílvia Costa Dias, Helena Torrão, Hélder P. Oliveira, Tânia Pereira
2024	—	`conf`	Radiological Medical Imaging Annotation and Visualization Tool. HCI (15) Inês Teiga, Joana Sousa, Francisco Silva, Tânia Pereira, Hélder P. Oliveira
2023	—	`conf`	A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq. BIBM Miguel Simões, Tânia Pereira, Francisco Silva, José Manuel F. Machado, Hélder P. Oliveira
2023	J	`jnl`	Lung CT image synthesis using GANs. Expert Syst. Appl. 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 Luís Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
2023	—	`conf`	Patch-based CNN Models for Bone Marrow Edema Detection Using MRI. BIBM André Gomes, Tânia Pereira, Francisco Silva, Pedro Franco, Diogo Costa Carvalho, Sílvia Costa Dias, Hélder P. Oliveira
2023	J	`jnl`	Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? Sensors Joana Sousa, Pedro Matos, Francisco Silva, Pedro Freitas, Hélder P. Oliveira, Tânia Pereira
2022	—	`conf`	A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images. EMBC Tânia Pereira, Francisco Silva, Pedro Claro, Diogo Costa Carvalho, Sílvia Costa Dias, Helena Torrão, Hélder P. Oliveira
2022	Misc	`conf`	Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification. IbPRIA Bernardo Ramos, Tânia Pereira, Francisco Silva, José Luís Costa, Hélder P. Oliveira
2022	J	`jnl`	Multiple instance learning for lung pathophysiological findings detection using CT scans. Medical Biol. Eng. Comput. 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 Luís Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira
2022	—	`conf`	On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer. EMBC Pedro Silva, Tânia Pereira, Marco Teixeira, Francisco Silva, Hélder P. Oliveira
2022	J	`jnl`	Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods. IEEE Access Mafalda Malafaia, Francisco Silva, Inês Neves, Tânia Pereira, Hélder P. Oliveira
2022	—	`conf`	Synthesizing 3D Lung CT scans with Generative Adversarial Networks. EMBC Artur Ferreira, Tânia Pereira, Francisco Silva, Ana T. Vilares, Miguel Correia Da Silva, António Cunha, Hélder P. Oliveira
2022	J	`jnl`	The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans. Sensors Joana Sousa, Tânia Pereira, Inês Neves, Francisco Silva, Hélder P. Oliveira
2022	—	`conf`	Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features. EMBC Marco Teixeira, Tânia Pereira, Francisco Silva, António Cunha, Hélder P. Oliveira
2021	J	`jnl`	EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning. IEEE Access 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 Luís Costa, António Cunha, Hélder P. Oliveira
2021	—	`conf`	Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. EMBC Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira
2021	—	`conf`	Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans. BIBM Alexandra Ventura, Tânia Pereira, Francisco Silva, Cláudia Freitas, António Cunha, Hélder P. Oliveira
2021	—	`conf`	The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira