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: an open-source graphical user interface for crystallization screening. | LitMetric

is a Python-based graphical user interface designed to streamline viewing and analysis of images to monitor crystal growth, with a specific target to enable users of the High-Throughput Crystallization Screening Center at Hauptman-Woodward Medical Research Institute (HWI) to efficiently inspect their crystallization experiments. aims to increase efficiency, reducing time spent manually reviewing crystallization images, and to improve the potential of identifying positive crystallization conditions. provides a streamlined one-click graphical interface for the Machine Recognition of Crystallization Outcomes (MARCO) convolutional neural network for automated image classification, as well as powerful tools to view and score crystallization images, to compare crystallization conditions, and to facilitate collaborative review of crystallization screening results. Crystallization images need not have been captured at HWI to utilize 's basic functionality. is free to use and modify for both academic and commercial use under the terms of the copyleft GNU General Public License v3.0.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8056757PMC
http://dx.doi.org/10.1107/S1600576721000108DOI Listing

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