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Diagnostics of lung cancer by fragmentated blood circulating cell-free DNA based on machine learning methods.

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第一作者： Ivan O,Meshkov

第一单位： Federal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical and Biological Agency (Centre for Strategic Planning, of the Federal Medical and Biological Agency), Moscow, Russia.

作者： Ivan O,Meshkov ^[1] ; Alexander P,Koturgin ^[1] ; Pavel V,Ershov ^[1] ; Liubov A,Safonova ^[1] ; Julia A,Remizova ^[1] ; Valentina V,Maksyutina ^[1] ; Ekaterina D,Maralova ^[1] ; Vasilisa A,Astafieva ^[1] ; Alexey A,Ivashechkin ^[1] ; Boris D,Ignatiev ^[1] ; Antonida V,Makhotenko ^[1] ; Ekaterina A,Snigir ^[1] ; Valentin V,Makarov ^[1] ; Vladimir S,Yudin ^[1] ; Anton A,Keskinov ^[1] ; Sergey M,Yudin ^[1] ; Anna S,Makarova ^[1] ; Veronika I,Skvortsova ^[2]

作者单位： Federal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical and Biological Agency (Centre for Strategic Planning, of the Federal Medical and Biological Agency), Moscow, Russia. ^[1] The Federal Medical and Biological Agency (FMBA of Russia), Moscow, Russia. ^[2]

关键词 cancer early detection cfDNA circulating cell-free DNA diagnostic classification model fragmentome lung cancer machine learning methods

DOI 10.3389/fmed.2025.1435428

PMID 39944482

发布时间 2025-02-14

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Diagnostics of lung cancer by fragmentated blood circulating cell-free DNA based on machine learning methods.

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Diagnostics of lung cancer by fragmentated blood circulating cell-free DNA based on machine learning methods.

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