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Screening facilitated the identification of diagnostic biomarkers using machine learning methods.
Published 2025Subjects: -
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Hippocampal and cortical activity reflect early hyperexcitability in an Alzheimer's mouse model
Published 2025“…<p dir="ltr">The <i>zip</i> file contains the code for the functional excitation-inhibition ratio (fE/I) and theta-gamma (θ-γ) phase-amplitude coupling (PAC) analyses described in the paper titled "<b>Hippocampal and cortical activity reflect early </b><b>hyperexcitability</b><b> in an Alzheimer's mouse model</b>" submitted to <i>Brain Communications</i> in April 2025.…”
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Identifying the groups becomes harder when the degradation chain is long, especially for groups catalyzing upstream reactions.
Published 2024“…<p>(A) The panel shows the ability of the Metropolis algorithm to recover the true functional groups within a linear degradation chain with <i>N</i> = 4 metabolites. …”
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DataSheet1_Multi-omic molecular characterization and diagnostic biomarkers for occult hepatitis B infection and HBsAg-positive hepatitis B infection.docx
Published 2024“…Prognostic biomarkers were identified using machine learning algorithms, and their validity was confirmed in a larger cohort using enzyme linked immunosorbent assay (ELISA).…”
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