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TITLE: Causal representation learning through higher-level information extraction
AUTHORS: Silva, Francisco ; Oliveira, helder P. ; Pereira, Tania;
PUBLISHED: 2025, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 57, ISSUE: 2
INDEXED IN: Scopus WOS CrossRef
2
TITLE: A review of machine learning methods for cancer characterization from microbiome data
AUTHORS: Teixeira, Marco; Silva, Francisco ; Ferreira, Rui M.; Pereira, Tania ; Figueiredo, Ceu ; Oliveira, Helder P. ;
PUBLISHED: 2024, SOURCE: NPJ PRECISION ONCOLOGY, VOLUME: 8, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 2 Unpaywall
IN MY: ORCID
3
TITLE: Radiological Medical Imaging Annotation and Visualization Tool
AUTHORS: Teiga, Ines; Sousa, Joana Vale; Silva, Francisco ; Pereira, Tania; Oliveira, Helder P. ;
PUBLISHED: 2024, SOURCE: 18th International Conference on Universal Access in Human-Computer Interaction (UAHCI) Held as Part of the 26th International Conference on Human-Computer Interaction (HCII) in UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION, PT III, UAHCI 2024, VOLUME: 14698
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
4
TITLE: A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq
AUTHORS: Miguel Simões; Tânia Pereira ; Francisco Silva ; José Manuel F Machado; Hélder P Oliveira ;
PUBLISHED: 2023, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID
5
TITLE: Learning Models for Bone Marrow Edema Detection in Magnetic Resonance Imaging
AUTHORS: Ribeiro, Goncalo; Pereira, Tania ; Silva, Francisco ; Sousa, Joana ; Carvalho, Diogo Costa; Dias, Silvia Costa; Oliveira, Helder P. ;
PUBLISHED: 2023, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 13, ISSUE: 2
INDEXED IN: Scopus WOS CrossRef: 1
6
TITLE: Lung CT image synthesis using GANs  Full Text
AUTHORS: Mendes, Jose; Pereira, Tania ; Silva, Francisco ; Frade, Julieta; Morgado, Joana; Freitas, Claudia ; Negrao, Eduardo; de Lima, Beatriz Flor; da Silva, Miguel Correia; Madureira, Antonio J. ; Ramos, Isabel; Costa, Jose Luis; Hespanhol, Venceslau ; Cunha, Antonio ; Oliveira, Helder P. ;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 215
INDEXED IN: Scopus WOS DBLP CrossRef: 19 Unpaywall
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TITLE: Patch-based CNN Models for Bone Marrow Edema Detection Using MRI
AUTHORS: André Gomes; Tânia Pereira ; Francisco Silva ; Pedro Franco; Diogo Costa Carvalho; Sílvia Costa Dias; Hélder P Oliveira ;
PUBLISHED: 2023, SOURCE: 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023 in IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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TITLE: Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening?  Full Text
AUTHORS: Sousa, Joana Vale ; Matos, Pedro; Silva, Francisco ; Freitas, Pedro ; Oliveira, Helder P. ; Pereira, Tania ;
PUBLISHED: 2023, SOURCE: SENSORS, VOLUME: 23, ISSUE: 12
INDEXED IN: Scopus WOS DBLP CrossRef: 1
10
TITLE: A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images
AUTHORS: Tânia Pereira ; Francisco Silva ; Pedro Claro; Diogo Costa Carvalho; Sílvia Costa Dias; Helena Torrão; Hélder P Oliveira ;
PUBLISHED: 2022, SOURCE: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, VOLUME: 2022-July
INDEXED IN: Scopus DBLP CrossRef: 1 Unpaywall
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