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kernel density estimation (kde)  (MathWorks Inc)


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    MathWorks Inc kernel density estimation (kde)
    Kernel Density Estimation (Kde), supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/kernel+density+estimate/pmc12271366-435-15-20
    Average 90 stars, based on 1 article reviews
    kernel density estimation (kde) - by Bioz Stars, 2026-10
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    Article Snippet: Decoupled hair bundles of the bullfrog (Lithobates catesbeianus) sacculus exhibit spontaneous oscillations in vitro.. We examine the effect of the somatic electrical circuit upon active hair bundle motility.. We found that innate bundle movements exhibit a complex profile with multiple periodicities.

    Article Title: Bistability of prefrontal states gates access to consciousness.
    Article Snippet: In brief Mesoscale ensemble recordings in the vlPFC during no-report binocular rivalry show that stochastic prefrontal state fluctuations are associated with spontaneous changes in the content of consciousness.. Transitions from beta band to low-frequency field activity precede both spontaneous changes in perception and encoding of the contents of consciousness by competing neuronal ensembles.. Temporal dynamics of prefrontal state fluctuations during awake resting state mimic the temporal dynamics of binocular rivalry, suggesting a causal role in perceptual multistability.

    Article Title: Data-driven multiscale modeling reveals the role of metabolic coupling for the spatio-temporal growth dynamics of yeast colonies
    Article Snippet: The marginal posterior distributions are estimated using a kernel density estimate (ksdensity function in Matlab with default parameters) using all 104 samples.

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    Article Title: Identifying and Mitigating Biases in EHR Laboratory Tests
    Article Snippet: .. Given a particular laboratory test and all patients’ time series for that test, we constructed a joint probability density function (PDF) using a kernel density estimate in Matlab. ..



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    3D Kernel Density Estimation of composite service capacity scores for 12 secondary public hospitals in Guangzhou (2019–2023).

    Journal: Frontiers in Health Services

    Article Title: Evaluating and enhancing the service capacity of secondary public hospitals in urban China: a multi-method empirical analysis based on Guangzhou (2019–2023)

    doi: 10.3389/frhs.2025.1621018

    Figure Lengend Snippet: 3D Kernel Density Estimation of composite service capacity scores for 12 secondary public hospitals in Guangzhou (2019–2023).

    Article Snippet: To analyze the dynamic evolution of service capacity across institutions, a 3D Kernel Density Estimation (KDE) was constructed using MATLAB, based on composite TOPSIS scores from 2019 to 2023.

    Techniques:

    Intraoperative direct electrical stimulation sites . All stimulation sites for Patients 1–6 ( A – F ) are visualized on a 3D reconstruction of the anterior bank of their central sulcus and combined on the International Consortium for Brain Mapping (ICBM) 152 central sulcus template ( G ). Effector-specific sites are displayed in blue, while inter-effector sites [somato-cognitive action network (SCAN)] are displayed in red. H displays the spatial relationship between the inter-effector sites and the plis de passage (PDP) Montreal Neurological Institute (MNI) coordinates ( top ) and their probability density estimation ( bottom ). The three coloured circles in the top image represent the same PDP sites as in . ( I ) Box plot showing the probability of overlap between stimulation sites [inter-effector (red) versus single-effector (blue)] for the two subsectors (anterior, posterior) of area 4. Mann–Whitney U-test; not significant, ns: P ≥ 0.05.

    Journal: Brain

    Article Title: White matter connections within the central sulcus subserving the somato-cognitive action network

    doi: 10.1093/brain/awaf022

    Figure Lengend Snippet: Intraoperative direct electrical stimulation sites . All stimulation sites for Patients 1–6 ( A – F ) are visualized on a 3D reconstruction of the anterior bank of their central sulcus and combined on the International Consortium for Brain Mapping (ICBM) 152 central sulcus template ( G ). Effector-specific sites are displayed in blue, while inter-effector sites [somato-cognitive action network (SCAN)] are displayed in red. H displays the spatial relationship between the inter-effector sites and the plis de passage (PDP) Montreal Neurological Institute (MNI) coordinates ( top ) and their probability density estimation ( bottom ). The three coloured circles in the top image represent the same PDP sites as in . ( I ) Box plot showing the probability of overlap between stimulation sites [inter-effector (red) versus single-effector (blue)] for the two subsectors (anterior, posterior) of area 4. Mann–Whitney U-test; not significant, ns: P ≥ 0.05.

    Article Snippet: The region of highest probability of evoking MEPs was computed using a modified in-house version of probability kernel density estimation (PDE analysis) implemented in MATLAB.

    Techniques: MANN-WHITNEY