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A generalized linear model for cardiovascular complications prediction in PD patients 

Fernández-Lozano, Carlos; Alonso Valente, Rafael; Fidalgo Díaz, Manuel; Pazos, A. (ACM, 2018)
[Abstract] This study was conducted using machine learning models to identify patient non-invasive information for cardiovascular complications prediction in peritoneal dialysis patients. Nowadays is well known that ...
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Prediction of Peptide Vascularization Inhibitory Activity in Tumor Tissue as a Possible Target for Cancer Treatment 

Liñares Blanco, José; Fernández-Lozano, Carlos (M D P I AG, 2019-07-31)
[Abstract]The prediction of metabolic activities in silico form is crucial to be able to address all research possibilities without exceeding the experimental costs. In particular, for cancer research, the prediction of ...
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Information Fusion and Ensembles in Machine Learning 

Seijo Pardo, Borja (2019)
[Abstract] Traditionally, machine learning methods have used a single learning model to solve a particular problem. However, the idea of combining multiple models instead of a single one to solve a problem has its rationale ...
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Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques 

Arceo-Vilas​, Alba; Fernández-Lozano, Carlos; Pita​, Salvador; Pértega-Díaz, Sonia; Pazos, A. (PeerJ, Ltd., 2020-07-27)
[Abstract] Food consumption patterns have undergone changes that in recent years have resulted in serious health problems. Studies based on the evaluation of the nutritional status have determined that the adoption of a ...
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Acceleration of a Feature Selection Algorithm Using High Performance Computing 

Beceiro, Bieito; González-Domínguez, Jorge; Touriño, Juan (MDPI AG, 2020-09-01)
[Abstract] Feature selection is a subfield of data analysis that is on reducing the dimensionality of datasets, so that subsequent analyses over them can be performed in affordable execution times while keeping the same ...

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AuthorFernández-Lozano, Carlos (3)Pazos, A. (2)Alonso Valente, Rafael (1)Arceo-Vilas​, Alba (1)Beceiro, Bieito (1)Fidalgo Díaz, Manuel (1)González-Domínguez, Jorge (1)Liñares Blanco, José (1)Pita​, Salvador (1)Pértega-Díaz, Sonia (1)... View MoreSubject
Feature selection (5)
Machine learning (5)
Activity prediction (1)Artificial Intelligence (1)Bioinformatics (1)Cancer (1)Cardiovascular risk prediction (1)Data mining (1)Ensemble learning (1)Gimnet (1)... View MoreDate Issued2020 (2)2019 (2)2018 (1)
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