Listar por tema "Machine learning"
Mostrando ítems 1-9 de 9
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Article
A combined approach of MALDI-TOF mass spectrometry and multivariate analysis as a potential tool for the detection of SARS-CoV-2 virus in nasopharyngeal swabs (2020)
(Elsevier B.V., 2020-12)Coronavirus disease 2019, known as COVID-19, is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The early, sensitive and specific detection of SARS-CoV-2 virus is widely recognized as the critical ... -
Article
Circulating miR-133a-3p defines a low-risk subphenotype in patients with heart failure and central sleep apnea: a decision tree machine learning approach (2024)
(BioMed Central Ltd, 2023)Background: Patients with heart failure with reduced ejection fraction (HFrEF) and central sleep apnea (CSA) are at a very high risk of fatal outcomes. Objective: To test whether the circulating miRNome provides additional ... -
Article
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Article
Dynamic optimization of fuzzy cognitive maps for time series forecasting (2020)
(Elsevier B.V., 2016) -
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Learning Fuzzy Cognitive Maps with modified asexual reproduction optimisation algorithm (2020)
(Elsevier B.V., 2019) -
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LRP-Based path relevances for global explanation of deep architectures (2020)
(Elsevier B.V., 2020) -
Article
Machine learning approach to discovery of small molecules with potential inhibitory action against vasoactive metalloproteases (2021)
(Springer Science and Business Media Deutschland GmbH, 2021)Abstract: With the advancement of combinatorial chemistry and big data, drug repositioning has boomed. In this sense, machine learning and artificial intelligence techniques offer a priori information to identify the most ... -
Conference Paper
Strategy based on data mining and MALDI-mass spectrometry for control disease of SRS in salmo salar (2020)
(Institute of Electrical and Electronics Engineers Inc., 2019)