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Radiogenomic approach combining CT-based radiomics and liquid biopsy improves prognostic stratification in patients with advanced NSCLC.

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Title: Radiogenomic approach combining CT-based radiomics and liquid biopsy improves prognostic stratification in patients with advanced NSCLC.
Authors: Ranghiero A; Division of Pathology, IEO European Institute of Oncology IRCCS, Milan, Italy., Rinaldi L; Division of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy., Netti S; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Philogen S.p.A, Italy., Gaeta A; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy., Attili I; Division of Thoracic Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy., Spitaleri G; Division of Thoracic Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy., Funicelli G; Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy., Mora S; Data Management Unit, IEO European Institute of Oncology IRCCS, Milan, Italy., Fodor C; Data Management Unit, IEO European Institute of Oncology IRCCS, Milan, Italy., Origgi DA; Division of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy., De Marinis F; Division of Thoracic Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy., Fusco N; Division of Pathology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy., Rizzo S; Clinic of Radiology EOC, Institute of Integrated Diagnostics of Southern Switzerland (IDISI), Lugano, Switzerland.; Faculty of Biomedical Sciences, Università Della Svizzera Italiana (USI), Lugano, Switzerland., Barberis M; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy., Raimondi S; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy., Botta F; Division of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy.; Medical Physics Dept. ASST-Settelaghi, Varese, Italy., Gandini S; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy., Guerini-Rocco E; Division of Pathology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
Source: The journal of liquid biopsy [J Liq Biopsy] 2026 Apr 26; Vol. 12, pp. 100470. Date of Electronic Publication: 2026 Apr 26 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Elsevier B.V Country of Publication: United States NLM ID: 9918957761506676 Publication Model: eCollection Cited Medium: Internet ISSN: 2950-1954 (Electronic) Linking ISSN: 29501954 NLM ISO Abbreviation: J Liq Biopsy Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Radiogenomic approach combining CT-based radiomics and liquid biopsy improves prognostic stratification in patients with advanced NSCLC.
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  Data: <searchLink fieldCode="AU" term="%22Ranghiero+A%22">Ranghiero A</searchLink>; Division of Pathology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Rinaldi+L%22">Rinaldi L</searchLink>; Division of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Netti+S%22">Netti S</searchLink>; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Philogen S.p.A, Italy.<br /><searchLink fieldCode="AU" term="%22Gaeta+A%22">Gaeta A</searchLink>; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Attili+I%22">Attili I</searchLink>; Division of Thoracic Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Spitaleri+G%22">Spitaleri G</searchLink>; Division of Thoracic Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Funicelli+G%22">Funicelli G</searchLink>; Division of Radiology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Mora+S%22">Mora S</searchLink>; Data Management Unit, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Fodor+C%22">Fodor C</searchLink>; Data Management Unit, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Origgi+DA%22">Origgi DA</searchLink>; Division of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22De+Marinis+F%22">De Marinis F</searchLink>; Division of Thoracic Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Fusco+N%22">Fusco N</searchLink>; Division of Pathology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Rizzo+S%22">Rizzo S</searchLink>; Clinic of Radiology EOC, Institute of Integrated Diagnostics of Southern Switzerland (IDISI), Lugano, Switzerland.; Faculty of Biomedical Sciences, Università Della Svizzera Italiana (USI), Lugano, Switzerland.<br /><searchLink fieldCode="AU" term="%22Barberis+M%22">Barberis M</searchLink>; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Raimondi+S%22">Raimondi S</searchLink>; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Botta+F%22">Botta F</searchLink>; Division of Medical Physics, IEO European Institute of Oncology IRCCS, Milan, Italy.; Medical Physics Dept. ASST-Settelaghi, Varese, Italy.<br /><searchLink fieldCode="AU" term="%22Gandini+S%22">Gandini S</searchLink>; Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Guerini-Rocco+E%22">Guerini-Rocco E</searchLink>; Division of Pathology, IEO European Institute of Oncology IRCCS, Milan, Italy.; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
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  Data: <searchLink fieldCode="JN" term="%229918957761506676%22">The journal of liquid biopsy</searchLink> [J Liq Biopsy] 2026 Apr 26; Vol. 12, pp. 100470. <i>Date of Electronic Publication: </i>2026 Apr 26 (<i>Print Publication: </i>2026).
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