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Information × Registration Number 2121U003116, Article popup.category Препринт Title popup.author Kolinko Danylo popup.publication 01-01-2021 popup.source_user Український католицький університет popup.source https://hdl.handle.net/20.500.14570/2861 popup.publisher Description Proteins have an essential role in all cellular processes and greatly determine their functional properties. With the development of microscopy, we have the ability to study localization patterns of proteins within a cell group. Differences in the location among cell populations are called single-cell variability (SCV). SCV accounts for a difference in reactions between cells. Studying this connection may aid the development of treatment for cancer [23]. To this end, we develop a cell classifier trained to determine the correspondence of protein location to cell organelles in a single cell. A classifier is trained with image-level labels, so the training process is weakly supervised. popup.nrat_date 2025-05-09 Close