A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients
Santos, Miriam Seoane, Abreu, Pedro Henriques, García-Laencina, Pedro J., Simão, Adélia, Carvalho, Armando
Published in Journal of biomedical informatics (01.12.2015)
Published in Journal of biomedical informatics (01.12.2015)
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Journal Article
Bone Metastases Detection in Patients with Breast Cancer: Does Bone Scintigraphy Add Information to PET/CT?
Cristo Santos, Joana, Henriques Abreu, Miguel, Seoane Santos, Miriam, Duarte, Hugo, Alpoim, Tiago, Próspero, Inês, Sousa, Susana, Henriques Abreu, Pedro
Published in The oncologist (Dayton, Ohio) (03.08.2023)
Published in The oncologist (Dayton, Ohio) (03.08.2023)
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Journal Article
Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?
Santos, Miriam Seoane, Abreu, Pedro Henriques, Rodríguez-Bermúdez, Germán, García-Laencina, Pedro J.
Published in International journal of computational intelligence systems (2018)
Published in International journal of computational intelligence systems (2018)
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Journal Article
The identification of cancer lesions in mammography images with missing pixels: analysis of morphology
Santos, Joana Cristo, Henriques Abreu, Pedro, Santos, Miriam Seoane
Published in 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA) (13.10.2022)
Published in 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA) (13.10.2022)
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Conference Proceeding
How distance metrics influence missing data imputation with k-nearest neighbours
Santos, Miriam Seoane, Abreu, Pedro Henriques, Wilk, Szymon, Santos, João
Published in Pattern recognition letters (01.08.2020)
Published in Pattern recognition letters (01.08.2020)
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Journal Article
The impact of heterogeneous distance functions on missing data imputation and classification performance
Santos, Miriam Seoane, Abreu, Pedro Henriques, Fernández, Alberto, Luengo, Julián, Santos, João
Published in Engineering applications of artificial intelligence (01.05.2022)
Published in Engineering applications of artificial intelligence (01.05.2022)
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Journal Article
Bone scintigraphy and PET-CT: A necessary alliance for bone metastasis detection in breast cancer?
Santos, Joana Cristo, Abreu, Miguel Henriques, Santos, Miriam Seoane, Duarte, Hugo, Alpoim, Tiago, Sousa, Susana, Abreu, Pedro Henriques
Published in Journal of clinical oncology (20.05.2020)
Published in Journal of clinical oncology (20.05.2020)
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Journal Article
Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier]
Santos, Miriam Seoane, Soares, Jastin Pompeu, Abreu, Pedro Henrigues, Araujo, Helder, Santos, Joao
Published in IEEE computational intelligence magazine (01.11.2018)
Published in IEEE computational intelligence magazine (01.11.2018)
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Magazine Article