Navegação Ciências Exatas e da Terra por Assunto "Aprendizado de máquina"
Resultados 1-4 de 4
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Comparison of machine learning techniques to handle imbalanced COVID-19 CBC datasets
(2021) [Artigo de periódico]The Coronavirus pandemic caused by the novel SARS-CoV-2 has significantly impacted human health and the economy, especially in countries struggling with financial resources for medical testing and treatment, such as Brazil’s ... -
Hemogram data as a tool for decision-making in COVID-19 management : applications to resource scarcity scenarios
(2020) [Artigo de periódico]Background COVID-19 pandemics has challenged emergency response systems worldwide, with widespread reports of essential services breakdown and collapse of health care structure. A critical element involves essential workforce ... -
A method for finding the background potential of quantum devices from scanning gate microscopy data using machine learning
(2022) [Artigo de periódico]The inverse problem of estimating the background potential from measurements of the local density of states is a challenging issue in quantum mechanics. Even more difficult is to do this estimation using approximate methods ... -
Reconstruction of decays to merged photons using end-to-end deep learning with domain continuation in the CMS detector
(2023) [Artigo de periódico]A novel technique based on machine learning is introduced to reconstruct the decays of highly Lorentz boosted particles. Using an end-to-end deep learning strategy, the technique bypasses existing rule-based particle ...