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pivlab package  (MathWorks Inc)


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    MathWorks Inc pivlab package
    Pivlab Package, 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/result/pivlab package/product/MathWorks Inc
    Average 90 stars, based on 1 article reviews
    pivlab package - by Bioz Stars, 2026-03
    90/100 stars

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    MathWorks Inc pivlab package
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    MCT Analysis and Results (A) Overall workflow for MCT analysis. (B) Snapshots showing representative original MCT and the corresponding image after stationary particles were removed. The scale bar represents 100 μm. (C) <t>A</t> <t>screenshot</t> showing the GUI of the <t>PIVLab</t> Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI. The velocity vector field is indicated by the arrows while its magnitude is shown by colors with values presented by the color bar. (F) A plot showing the histogram of MCT velocity obtained from the analysis in (E).
    Pivlab Matlab Package, 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/result/pivlab matlab package/product/MathWorks Inc
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    MathWorks Inc pivlab v3.02 matlab package
    MCT Analysis and Results (A) Overall workflow for MCT analysis. (B) Snapshots showing representative original MCT and the corresponding image after stationary particles were removed. The scale bar represents 100 μm. (C) <t>A</t> <t>screenshot</t> showing the GUI of the <t>PIVLab</t> Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI. The velocity vector field is indicated by the arrows while its magnitude is shown by colors with values presented by the color bar. (F) A plot showing the histogram of MCT velocity obtained from the analysis in (E).
    Pivlab V3.02 Matlab Package, 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
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    CBF, CCP Analysis and Results (A) Snapshot showing the contents of the “info.xlsx” Microsoft Excel file. (B) Screenshot showing the commands and the corresponding input parameters to input into <t>MATLAB</t> when running the CBF, CCP analysis code. (C) A representative result of CBF, CCP analysis for the negative control that uses a blank TWI to determine background. (D) A representative result of CBF, CCP analysis for a TWI containing differentiated primary hSAEpCs. The heat map scales in C and D indicate beating frequency in Hertz. (E) Plot showing a representative CBF histogram obtained from the data in D and processed using GraphPad Prism 9. (F) Table summarizing several representative statistical parameters that can be obtained from analyzed CBF data using Descriptive Statistics tool from GraphPad Prism 9, to further characterize beating behaviors of cilia.
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    MathWorks Inc particle image velocimetry package pivlab
    a PolScope Microimager texture of the in-plane splay and bend for the normal incidence of light; wavelength 535 nm. b Polarizing microscopy of square lattice of +1/−1 defects. c Potential difference measured at the N F cell electrodes; the generated voltage. d Transmitted intensity as a function of time at locations L1’–L4’. \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${{\bf{P}}}$$\end{document} P oscillates with the frequency of the applied field. Incident laser beam makes an angle \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\beta=$$\end{document} β = 15° with the normal \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\hat{{{\bf{z}}}}$$\end{document} z ^ to the cell. Dashed line corresponds to zero voltage. In ( a – d ), \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$d$$\end{document} d = (3.0 ± 0.1) μm; applied voltage from the source U rms = 30 V, 200 kHz sinusoidal waveform; 120 °C. e Particle image <t>velocimetry</t> <t>(PIVlab,</t> Matlab) integrated trajectories of fluorescent spherical flow tracers of the diameter 300 nm in the square lattice of +1/−1 defects; d = (4.8 ± 0.1) μm cell; sinusoidal wave of voltage 4.5 V and frequency f = 200 kHz; 115 °C. f the same cell, in-plane velocity field of the tracers.
    Particle Image Velocimetry Package Pivlab, 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/result/particle image velocimetry package pivlab/product/MathWorks Inc
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    MathWorks Inc matlab-based pivlab package
    a PolScope Microimager texture of the in-plane splay and bend for the normal incidence of light; wavelength 535 nm. b Polarizing microscopy of square lattice of +1/−1 defects. c Potential difference measured at the N F cell electrodes; the generated voltage. d Transmitted intensity as a function of time at locations L1’–L4’. \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${{\bf{P}}}$$\end{document} P oscillates with the frequency of the applied field. Incident laser beam makes an angle \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\beta=$$\end{document} β = 15° with the normal \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\hat{{{\bf{z}}}}$$\end{document} z ^ to the cell. Dashed line corresponds to zero voltage. In ( a – d ), \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$d$$\end{document} d = (3.0 ± 0.1) μm; applied voltage from the source U rms = 30 V, 200 kHz sinusoidal waveform; 120 °C. e Particle image <t>velocimetry</t> <t>(PIVlab,</t> Matlab) integrated trajectories of fluorescent spherical flow tracers of the diameter 300 nm in the square lattice of +1/−1 defects; d = (4.8 ± 0.1) μm cell; sinusoidal wave of voltage 4.5 V and frequency f = 200 kHz; 115 °C. f the same cell, in-plane velocity field of the tracers.
    Matlab Based Pivlab Package, 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
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    Average 90 stars, based on 1 article reviews
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    MCT Analysis and Results (A) Overall workflow for MCT analysis. (B) Snapshots showing representative original MCT and the corresponding image after stationary particles were removed. The scale bar represents 100 μm. (C) A screenshot showing the GUI of the PIVLab Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI. The velocity vector field is indicated by the arrows while its magnitude is shown by colors with values presented by the color bar. (F) A plot showing the histogram of MCT velocity obtained from the analysis in (E).

    Journal: STAR Protocols

    Article Title: Protocol for characterizing airway epithelial ciliary beating and mucociliary transport using image processing and particle imaging velocimetry

    doi: 10.1016/j.xpro.2025.103674

    Figure Lengend Snippet: MCT Analysis and Results (A) Overall workflow for MCT analysis. (B) Snapshots showing representative original MCT and the corresponding image after stationary particles were removed. The scale bar represents 100 μm. (C) A screenshot showing the GUI of the PIVLab Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI. The velocity vector field is indicated by the arrows while its magnitude is shown by colors with values presented by the color bar. (F) A plot showing the histogram of MCT velocity obtained from the analysis in (E).

    Article Snippet: The scale bar represents 100 μm. (C) A screenshot showing the GUI of the PIVLab Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI.

    Techniques: Plasmid Preparation

    Journal: STAR Protocols

    Article Title: Protocol for characterizing airway epithelial ciliary beating and mucociliary transport using image processing and particle imaging velocimetry

    doi: 10.1016/j.xpro.2025.103674

    Figure Lengend Snippet:

    Article Snippet: The scale bar represents 100 μm. (C) A screenshot showing the GUI of the PIVLab Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI.

    Techniques: Recombinant, Software, Microscopy

    CBF, CCP Analysis and Results (A) Snapshot showing the contents of the “info.xlsx” Microsoft Excel file. (B) Screenshot showing the commands and the corresponding input parameters to input into MATLAB when running the CBF, CCP analysis code. (C) A representative result of CBF, CCP analysis for the negative control that uses a blank TWI to determine background. (D) A representative result of CBF, CCP analysis for a TWI containing differentiated primary hSAEpCs. The heat map scales in C and D indicate beating frequency in Hertz. (E) Plot showing a representative CBF histogram obtained from the data in D and processed using GraphPad Prism 9. (F) Table summarizing several representative statistical parameters that can be obtained from analyzed CBF data using Descriptive Statistics tool from GraphPad Prism 9, to further characterize beating behaviors of cilia.

    Journal: STAR Protocols

    Article Title: Protocol for characterizing airway epithelial ciliary beating and mucociliary transport using image processing and particle imaging velocimetry

    doi: 10.1016/j.xpro.2025.103674

    Figure Lengend Snippet: CBF, CCP Analysis and Results (A) Snapshot showing the contents of the “info.xlsx” Microsoft Excel file. (B) Screenshot showing the commands and the corresponding input parameters to input into MATLAB when running the CBF, CCP analysis code. (C) A representative result of CBF, CCP analysis for the negative control that uses a blank TWI to determine background. (D) A representative result of CBF, CCP analysis for a TWI containing differentiated primary hSAEpCs. The heat map scales in C and D indicate beating frequency in Hertz. (E) Plot showing a representative CBF histogram obtained from the data in D and processed using GraphPad Prism 9. (F) Table summarizing several representative statistical parameters that can be obtained from analyzed CBF data using Descriptive Statistics tool from GraphPad Prism 9, to further characterize beating behaviors of cilia.

    Article Snippet: PIVlab v.3.02 MATLAB packages , PIVlab , Link download.

    Techniques: Negative Control

    MCT Analysis and Results (A) Overall workflow for MCT analysis. (B) Snapshots showing representative original MCT and the corresponding image after stationary particles were removed. The scale bar represents 100 μm. (C) A screenshot showing the GUI of the PIVLab Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI. The velocity vector field is indicated by the arrows while its magnitude is shown by colors with values presented by the color bar. (F) A plot showing the histogram of MCT velocity obtained from the analysis in (E).

    Journal: STAR Protocols

    Article Title: Protocol for characterizing airway epithelial ciliary beating and mucociliary transport using image processing and particle imaging velocimetry

    doi: 10.1016/j.xpro.2025.103674

    Figure Lengend Snippet: MCT Analysis and Results (A) Overall workflow for MCT analysis. (B) Snapshots showing representative original MCT and the corresponding image after stationary particles were removed. The scale bar represents 100 μm. (C) A screenshot showing the GUI of the PIVLab Matlab package after running. (D) Snapshots showing important settings to input into the PIVLab GUI necessary for MCT analysis. (E) Snapshot showing representative results obtained from MCT analysis of differentiated hSAEpCs in a TWI. The velocity vector field is indicated by the arrows while its magnitude is shown by colors with values presented by the color bar. (F) A plot showing the histogram of MCT velocity obtained from the analysis in (E).

    Article Snippet: PIVlab v.3.02 MATLAB packages , PIVlab , Link download.

    Techniques: Plasmid Preparation

    Journal: STAR Protocols

    Article Title: Protocol for characterizing airway epithelial ciliary beating and mucociliary transport using image processing and particle imaging velocimetry

    doi: 10.1016/j.xpro.2025.103674

    Figure Lengend Snippet:

    Article Snippet: PIVlab v.3.02 MATLAB packages , PIVlab , Link download.

    Techniques: Recombinant, Software, Microscopy

    a PolScope Microimager texture of the in-plane splay and bend for the normal incidence of light; wavelength 535 nm. b Polarizing microscopy of square lattice of +1/−1 defects. c Potential difference measured at the N F cell electrodes; the generated voltage. d Transmitted intensity as a function of time at locations L1’–L4’. \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${{\bf{P}}}$$\end{document} P oscillates with the frequency of the applied field. Incident laser beam makes an angle \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\beta=$$\end{document} β = 15° with the normal \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\hat{{{\bf{z}}}}$$\end{document} z ^ to the cell. Dashed line corresponds to zero voltage. In ( a – d ), \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$d$$\end{document} d = (3.0 ± 0.1) μm; applied voltage from the source U rms = 30 V, 200 kHz sinusoidal waveform; 120 °C. e Particle image velocimetry (PIVlab, Matlab) integrated trajectories of fluorescent spherical flow tracers of the diameter 300 nm in the square lattice of +1/−1 defects; d = (4.8 ± 0.1) μm cell; sinusoidal wave of voltage 4.5 V and frequency f = 200 kHz; 115 °C. f the same cell, in-plane velocity field of the tracers.

    Journal: Nature Communications

    Article Title: Periodic splay Fréedericksz transitions in a ferroelectric nematic

    doi: 10.1038/s41467-025-55827-9

    Figure Lengend Snippet: a PolScope Microimager texture of the in-plane splay and bend for the normal incidence of light; wavelength 535 nm. b Polarizing microscopy of square lattice of +1/−1 defects. c Potential difference measured at the N F cell electrodes; the generated voltage. d Transmitted intensity as a function of time at locations L1’–L4’. \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${{\bf{P}}}$$\end{document} P oscillates with the frequency of the applied field. Incident laser beam makes an angle \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\beta=$$\end{document} β = 15° with the normal \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\hat{{{\bf{z}}}}$$\end{document} z ^ to the cell. Dashed line corresponds to zero voltage. In ( a – d ), \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$d$$\end{document} d = (3.0 ± 0.1) μm; applied voltage from the source U rms = 30 V, 200 kHz sinusoidal waveform; 120 °C. e Particle image velocimetry (PIVlab, Matlab) integrated trajectories of fluorescent spherical flow tracers of the diameter 300 nm in the square lattice of +1/−1 defects; d = (4.8 ± 0.1) μm cell; sinusoidal wave of voltage 4.5 V and frequency f = 200 kHz; 115 °C. f the same cell, in-plane velocity field of the tracers.

    Article Snippet: Their trajectories are uncovered by particle image velocimetry package PIVLab in Matlab.

    Techniques: Microscopy, Generated