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napari-threedee: a toolkit for human-in-the-loop 3D image analysis in napari

napari-threedee: a toolkit for human-in-the-loop 3D image analysis in napari

来源:bioRxiv_logobioRxiv
英文摘要

With recent advances in three-dimensional bioimaging acquisition and analysis methods, imaging data are an important tool for unveiling the complex architecture of biological organisms. However, extracting insights from these complex datasets requires interactive exploration as well as annotation for training supervised analytical methods. Here we present napari-threedee, a library of composable components and napari plugins for interactively exploring and annotating image data in 3D. We demonstrate how napari-threedee can be used for human-in-the-loop 3D image analysis in diverse image data including fluorescence microscopy and cryoelectron tomography.

Yamauchi Kevin Akira、Burt Alister

10.1101/2023.07.28.550950

生物科学研究方法、生物科学研究技术计算技术、计算机技术生物物理学

Yamauchi Kevin Akira,Burt Alister.napari-threedee: a toolkit for human-in-the-loop 3D image analysis in napari[EB/OL].(2025-03-28)[2025-08-02].https://www.biorxiv.org/content/10.1101/2023.07.28.550950.点此复制

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