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    1. Structural Biology and Molecular Biophysics

    Cutting Edge: Collaboration gets the most out of software

    Andrew Morin et al.
    By centralizing many of the tasks associated with the upkeep of scientific software, SBGrid allows researchers to spend more of their time on research.
    1. Computational and Systems Biology
    2. Developmental Biology

    MorphoGraphX: A platform for quantifying morphogenesis in 4D

    Pierre Barbier de Reuille et al.
    MorphoGraphX summarizes full 3D datasets as curved surface images (2.5D), enabling the efficient quantification of growth and gene expression data from large time-lapse volumetric datasets.
    1. Neuroscience

    CaImAn an open source tool for scalable calcium imaging data analysis

    Andrea Giovannucci et al.
    CaImAn is an open-software package that equips the neuroscience community with a set of turnkey, fast and scalable solutions to pre-processing problems arising in single cell calcium imaging data analysis.
    1. Neuroscience

    Brian 2, an intuitive and efficient neural simulator

    Marcel Stimberg et al.
    Brian 2 is a software package for neural simulations that makes it both easy and computationally efficient to define original models for computational experiment.
    1. Computational and Systems Biology
    2. Developmental Biology

    Untwisting the Caenorhabditis elegans embryo

    Ryan Patrick Christensen et al.
    Open-source software can untwist images of live Caenorhabditis elegans embryos, allowing epidermal and neuronal cell position and morphology to be examined in previously inaccessible developmental time periods.
    1. Neuroscience

    A Matlab-based toolbox for characterizing behavior of rodents engaged in string-pulling

    Samsoon Inayat et al.
    Analysis methods for video data of rodents engaged in string-pulling behavior have been developed and used to highlight differences in motion profiles of Swiss Webster and C57Bl/6 mice.
    1. Neuroscience

    NINscope, a versatile miniscope for multi-region circuit investigations

    Andres de Groot et al.
    A light-weight, compact and open-source miniaturized fluorescence microscope integrates dual region brain imaging, optogenetic stimulation and behavioral parsing using an accelerometer.
    1. Structural Biology and Molecular Biophysics
    2. Computational and Systems Biology

    Robust model-based analysis of single-particle tracking experiments with Spot-On

    Anders S Hansen et al.
    Spot-On is an easy-to-use website that makes a rigorous and bias-corrected modeling framework for analysis of single-molecule tracking experiments available to all.
    1. Cancer Biology
    2. Genetics and Genomics

    Novel insights into breast cancer copy number genetic heterogeneity revealed by single-cell genome sequencing

    Timour Baslan et al.
    Copy number alteration heterogeneity exists in many shapes and forms in breast cancer genomes and single-cell genomics is a powerful tool to further our understanding of its nature and significance.
    1. Neuroscience

    SpikeInterface, a unified framework for spike sorting

    Alessio P Buccino et al.
    SpikeInterface is an open-source software framework designed to build full analysis pipelines for extracellular recordings in a seamless and reproducible way.