697 results found
    1. Computational and Systems Biology
    2. Developmental Biology

    Constructing and optimizing 3D atlases from 2D data with application to the developing mouse brain

    David M Young et al.
    A computational tool developed to construct three-dimensional anatomical atlases from two-dimensional data generates volumetrically complete and aligned atlases for all stages of development in the Allen Developing Mouse Brain Atlas.
    1. Developmental Biology
    2. Plant Biology

    A digital 3D reference atlas reveals cellular growth patterns shaping the Arabidopsis ovule

    Athul Vijayan et al.
    Deep imaging, machine-learning-based segmentation, and tissue annotation resulted in a developmental series of 3D digital ovules with cellular resolution allowing next-level analysis of the ontogenesis of this complex organ.
    1. Plant Biology

    Accurate and versatile 3D segmentation of plant tissues at cellular resolution

    Adrian Wolny et al.
    Convolutional neural networks and graph partitioning algorithms can be combined into an easy-to-use tool for segmentation of cells in dense plant tissue volumes imaged with light microscopy.
    1. Developmental Biology

    Computational 3D histological phenotyping of whole zebrafish by X-ray histotomography

    Yifu Ding et al.
    X-ray histotomography produces the first 3-dimensional images with the combined submicron resolution, centimeter fields-of-view, soft-tissue contrast, and potential throughput to enable quantitative, histopathological and centimeter-scale phenotyping for whole-organism phenomics.
    1. Neuroscience

    Brain-wide cellular resolution imaging of Cre transgenic zebrafish lines for functional circuit-mapping

    Kathryn M Tabor et al.
    A new resource of transgenic zebrafish lines facilitates precise targeting of neuronal cell-types within the brain, supported by online software for visualizing transgene expression patterns.
    1. Neuroscience

    A high-throughput neurohistological pipeline for brain-wide mesoscale connectivity mapping of the common marmoset

    Meng Kuan Lin et al.
    A systematic high-throughput neurohistological and computational pipeline for marmoset which establishes a foundational setup in brain mapping and circuit tracing to support current and emerging research in primate studies.
    1. Neuroscience

    Visualizing anatomically registered data with brainrender

    Federico Claudi et al.
    Brainrender is an open-source and user-friendly software for combining any type of anatomically registered data into custom interactive 3D renderings.
    1. Computational and Systems Biology
    2. Developmental Biology

    An image-based data-driven analysis of cellular architecture in a developing tissue

    Jonas Hartmann et al.
    A computational strategy for extracting representative numerical features from 3D microscopy data enables in-depth quantitative analysis of cell and tissue organization through machine learning-driven data integration and context-guided visualization.
    1. Computational and Systems Biology
    2. Neuroscience

    Graphical-model framework for automated annotation of cell identities in dense cellular images

    Shivesh Chaudhary et al.
    Unbiased and automatic annotation using structured prediction framework with efficiently built data-driven atlases is more accurate than registration-based methods for cell identifications in dense images and enables fast whole-brain analysis.
    1. Developmental Biology
    2. Neuroscience

    Automated deep-phenotyping of the vertebrate brain

    Amin Allalou et al.
    Automated whole-brain analysis of gene expression at cellular resolution detects previously overlooked phenotypes in mutants and reveals parallels between the forebrains of zebrafish and mammals.

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