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Article
Open AccessData treatment methods for real-time colorimetric loop-mediated isothermal amplification reactions
With the SARS-CoV-2 pandemic and the need for affordable and rapid mass testing, colorimetric isothermal amplification reactions such as Loop-Mediated Isothermal Amplification (LAMP) are quickly rising in impo...
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Article
Open AccessDevelopment of an optimized colorimetric RT-LAMP for SARS-CoV-2 assay with enhanced procedure controls for remote diagnostics
The coronavirus pandemic accentuated the need for molecular diagnostic tests. A technique highly used to this end is the Polymerase Chain Reaction (PCR)—a sensitive and specific technique commonly used as the ...
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Article
Multi-objective PID Controller Tuning for Multi-model Control of Nonlinear Systems
Multi-model approaches for non-linear control usually consist in partitioning the operating space of a given non-linear process, in such a way, it is possible to approximate a local linear model for each parti...
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Article
Open AccessHilab system, a new point-of-care hematology analyzer supported by the Internet of Things and Artificial Intelligence
The complete blood count (CBC) is one of the most requested tests by physicians. CBC tests, most realized in conventional hematological analyzers, are restricted to centralized laboratories due to frequent mai...
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Chapter and Conference Paper
TimeStacking: An Improved Ensemble Learning Method for Continuous Time Series Classification
Machine learning has gained great attention for solving time series classification problems. However, usual machine learning algorithms rely on learning from tabular data, and additional signal processing and ...