Bayesian optimized parameter selection for density-based clustering applied to single molecule localization microscopy

Abstract Density-based clustering is used in many contexts including in single molecule localization microscopy (SMLM), where it is commonly used to elucidate the nanoscale organization of molecules. However, little guidance is available for evaluating clustering performance, which is often dependen...

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Bibliographic Details
Main Authors: Joseph L. Hammer, Alexander J. Devanny, Laura J. Kaufman
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-025-08332-0
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