AUTHOR=Meshkov Ivan O. , Koturgin Alexander P. , Ershov Pavel V. , Safonova Liubov A. , Remizova Julia A. , Maksyutina Valentina V. , Maralova Ekaterina D. , Astafieva Vasilisa A. , Ivashechkin Alexey A. , Ignatiev Boris D. , Makhotenko Antonida V. , Snigir Ekaterina A. , Makarov Valentin V. , Yudin Vladimir S. , Keskinov Anton A. , Yudin Sergey M. , Makarova Anna S. , Skvortsova Veronika I. TITLE=Diagnostics of lung cancer by fragmentated blood circulating cell-free DNA based on machine learning methods JOURNAL=Frontiers in Medicine VOLUME=12 YEAR=2025 URL=https://www.frontiersin.org/journals/medicine/articles/10.3389/fmed.2025.1435428 DOI=10.3389/fmed.2025.1435428 ISSN=2296-858X