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

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Title: Diagnostics of lung cancer by fragmentated blood circulating cell-free DNA based on machine learning methods.
Authors: Meshkov IO; 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., Koturgin AP; 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., Ershov PV; 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., Safonova LA; 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., Remizova JA; 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., Maksyutina VV; 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., Maralova ED; 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., Astafieva VA; 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., Ivashechkin AA; 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., Ignatiev BD; 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., Makhotenko AV; 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., Snigir EA; 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., Makarov VV; 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., Yudin VS; 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., Keskinov AA; 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., Yudin SM; 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., Makarova AS; 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., Skvortsova VI; The Federal Medical and Biological Agency (FMBA of Russia), Moscow, Russia.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Jan 29; Vol. 12, pp. 1435428. Date of Electronic Publication: 2025 Jan 29 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Meshkov+IO%22">Meshkov IO</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Koturgin+AP%22">Koturgin AP</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ershov+PV%22">Ershov PV</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Safonova+LA%22">Safonova LA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Remizova+JA%22">Remizova JA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Maksyutina+VV%22">Maksyutina VV</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Maralova+ED%22">Maralova ED</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Astafieva+VA%22">Astafieva VA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ivashechkin+AA%22">Ivashechkin AA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ignatiev+BD%22">Ignatiev BD</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Makhotenko+AV%22">Makhotenko AV</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Snigir+EA%22">Snigir EA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Makarov+VV%22">Makarov VV</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yudin+VS%22">Yudin VS</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Keskinov+AA%22">Keskinov AA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Yudin+SM%22">Yudin SM</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Makarova+AS%22">Makarova AS</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Skvortsova+VI%22">Skvortsova VI</searchLink>; The Federal Medical and Biological Agency (FMBA of Russia), Moscow, Russia.
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