3,561 results found
    1. Computational and Systems Biology
    2. Medicine

    Reproducible analysis of disease space via principal components using the novel R package syndRomics

    Abel Torres-Espín et al.
    A tutorial and open-source software to aid in reproducible disease pattern detection using principal component analysis.
    1. Neuroscience

    Demixed principal component analysis of neural population data

    Dmitry Kobak et al.
    A new data analysis tool provides a concise way of visualizing neural data that summarizes all the relevant features of the population response in a single figure.
    1. Neuroscience

    Extracting grid cell characteristics from place cell inputs using non-negative principal component analysis

    Yedidyah Dordek et al.
    Computational modeling of the brain’s navigation system reveals that place cells can drive the formation of hexagonal patterns experimentally observed in grid cells activity.
    1. Neuroscience

    Non-linear developmental trajectory of electrical phenotype in rat substantia nigra pars compacta dopaminergic neurons

    Martial A Dufour et al.
    The development of the electrical phenotype of neurons can be precisely quantified and dissected using a combination of multi-variate statistical analyses and a systematic electrophysiological characterization of electrical properties.
    1. Structural Biology and Molecular Biophysics

    Characterisation of molecular motions in cryo-EM single-particle data by multi-body refinement in RELION

    Takanori Nakane et al.
    Multi-body refinement in RELION allows high-resolution reconstruction and visualisation of molecular motions in cryo-EM single-particle data sets with continuous forms of structural heterogeneity.
    1. Computational and Systems Biology
    2. Genetics and Genomics

    Genetic mapping of etiologic brain cell types for obesity

    Pascal N Timshel et al.
    Unbiased computational integration of single-cell- and human genetics data shows that susceptibility to obesity is driven by a broad set of neuronal populations across the brain.
    1. Neuroscience

    Cellular cartography of the organ of Corti based on optical tissue clearing and machine learning

    Shinji Urata et al.
    A method of generating comprehensive maps of cochlear cells was created and enabled researchers to study characteristics of cellular damage in aged and noise-exposed inner ear.
    1. Genetics and Genomics
    2. Microbiology and Infectious Disease

    Interferon lambda 4 impacts the genetic diversity of hepatitis C virus

    M Azim Ansari et al.
    Interferon lambda 4, a protein part of the innate immune response, drives major amino acids selection in patients chronically infected with hepatitis C virus.
    1. Neuroscience

    Non-linear dimensionality reduction on extracellular waveforms reveals cell type diversity in premotor cortex

    Eric Kenji Lee et al.
    WaveMAP is a novel approach that combines nonlinear dimensionality reduction with graph clustering on extracellular waveforms to reveal previously obscured cell type diversity in monkey cortex.
    1. Neuroscience

    Decoding the brain state-dependent relationship between pupil dynamics and resting state fMRI signal fluctuation

    Filip Sobczak et al.
    The variability of the pupil–fMRI relationship was characterized through a combination of clustering and prediction methods, which revealed brain state-specific subcortical and neuromodulatory activation patterns reflected in pupil dynamics.

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