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Visualization, Data Extraction, and Multiparametric Analysis of 3D Pancreatic and Colorectal Cancer Cell Lines for High-Throughput Screening.

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第一作者： Mikhail A,Trofimov

第一单位： JSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.;Nanotechnology Research and Education Centre, Alferov Saint Petersburg National Research Academic University of the Russian Academy of Sciences, ul. Khlopina 8/3, 194021 Saint Petersburg, Russia.

作者： Mikhail A,Trofimov ^[1] ; Ilya P,Bulatov ^[2] ; Velemir S,Lavrinenko ^[2] ; Vladimir E,Popov ^[2] ; Varvara S,Petrova ^[2] ; Anton S,Bukatin ^[3] ; Stanislav F,Tyazhelnikov ^[2]

作者单位： JSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia.;Nanotechnology Research and Education Centre, Alferov Saint Petersburg National Research Academic University of the Russian Academy of Sciences, ul. Khlopina 8/3, 194021 Saint Petersburg, Russia. ^[1] JSC BIOCAD, Intracity Municipality the Settlement of Strelna, ul. Svyazi, d. 38, Str. 1, Pomeshch. 89, 198515 Saint Petersburg, Russia. ^[2] Nanotechnology Research and Education Centre, Alferov Saint Petersburg National Research Academic University of the Russian Academy of Sciences, ul. Khlopina 8/3, 194021 Saint Petersburg, Russia.;Institute for Analytical Instrumentation of the Russian Academy of Sciences, ul. Ivana Chernykh 31-33, 198095 Saint Petersburg, Russia. ^[3]

关键词 3D cell culture CellProfiler Python cancer spheroids drug screening feature weighting algorithm high-throughput screening image analysis principal component analysis

DOI 10.3390/biomedicines14010108

PMID 41595644

发布时间 2026-01-31

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Visualization, Data Extraction, and Multiparametric Analysis of 3D Pancreatic and Colorectal Cancer Cell Lines for High-Throughput Screening.

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Visualization, Data Extraction, and Multiparametric Analysis of 3D Pancreatic and Colorectal Cancer Cell Lines for High-Throughput Screening.

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