PREDICTIVE POWER ESTIMATION ALGORITHM (PPEA)--A NEW ALGORITHM TO REDUCE OVERFITTING FOR GENOMIC BIOMARKER DISCOVERY.

Predictive Power Estimation Algorithm (PPEA)--a new algorithm to reduce overfitting for genomic biomarker discovery.

Toxicogenomics promises to aid in predicting adverse effects, understanding the mechanisms of drug action or toxicity, and uncovering unexpected or secondary pharmacology.However, modeling adverse effects using high dimensional and high noise genomic data is prone to over-fitting.Models constructed from such data sets often consist of a large numbe

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Oral disease-modifying antirheumatic drugs and immunosuppressants with antiviral potential, including SARS-CoV-2 infection: a review

There have been several episodes of viral infection evolving into epidemics in recent decades, and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the latest example.Its high infectivity and moderate mortality have resulted in an urgent need to find an effective treatment modality.Although the category of immunosuppressive drugs usu

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Bibliometric analysis of the scientific activity behavior developed in the horizontal axis wind-pumps optimization

In this investigation, a bibliometric study of scientific articles, between years 2015 and 2020, related to design optimization and aerodynamic behavior simulation of the horizontal axis wind-pumps.The objective is determine the scientific activity behavior, developed in the optimization of these kinds of aero-pumps, based on the bibliometric maps

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