Prediction of oncogene mutation status in non-small cell lung cancer: a systematic review and meta-analysis with a special focus on artificial intelligence-based methods.

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Title: Prediction of oncogene mutation status in non-small cell lung cancer: a systematic review and meta-analysis with a special focus on artificial intelligence-based methods.
Authors: Fuster-Matanzo A; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain. almudenafuster@quibim.com., Picó-Peris A; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain., Bellvís-Bataller F; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain., Jimenez-Pastor A; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain., Weiss GJ; Quantitative Imaging Biomarkers in Medicine, Quibim, New York, NY, USA., Martí-Bonmatí L; Grupo de Investigación Biomédica en Imagen, Instituto de Investigación Sanitaria La Fe, Valencia, Spain.; Área Clínica de Imagen Médica, Hospital Universitari i Politècnic La Fe, València, Spain., Lázaro Sánchez A; Department of Medical Oncology, Hospital General Universitario Morales Meseguer, Murcia, Spain., Bazaga D; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain., Banna GL; Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK.; Faculty of Science and Health, School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK., Addeo A; Oncology Service, University Hospital Geneva, Geneva, Switzerland., Camps C; Department of Medicine, University of Valencia, Valencia, Spain.; Unidad Mixta Ómica, Centro Investigación Príncipe Felipe-Universidad de Valencia, Valencia, Spain., Seijo LM; Clínica Universidad de Navarra, Madrid, Spain., Alberich-Bayarri Á; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain.
Source: European radiology [Eur Radiol] 2026 Mar; Vol. 36 (3), pp. 2157-2185. Date of Electronic Publication: 2025 Sep 08.
Publication Type: Journal Article; Systematic Review; Meta-Analysis; Review
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Prediction of oncogene mutation status in non-small cell lung cancer: a systematic review and meta-analysis with a special focus on artificial intelligence-based methods.
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  Data: <searchLink fieldCode="AU" term="%22Fuster-Matanzo+A%22">Fuster-Matanzo A</searchLink>; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain. almudenafuster@quibim.com.<br /><searchLink fieldCode="AU" term="%22Picó-Peris+A%22">Picó-Peris A</searchLink>; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Bellvís-Bataller+F%22">Bellvís-Bataller F</searchLink>; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Jimenez-Pastor+A%22">Jimenez-Pastor A</searchLink>; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Weiss+GJ%22">Weiss GJ</searchLink>; Quantitative Imaging Biomarkers in Medicine, Quibim, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Martí-Bonmatí+L%22">Martí-Bonmatí L</searchLink>; Grupo de Investigación Biomédica en Imagen, Instituto de Investigación Sanitaria La Fe, Valencia, Spain.; Área Clínica de Imagen Médica, Hospital Universitari i Politècnic La Fe, València, Spain.<br /><searchLink fieldCode="AU" term="%22Lázaro+Sánchez+A%22">Lázaro Sánchez A</searchLink>; Department of Medical Oncology, Hospital General Universitario Morales Meseguer, Murcia, Spain.<br /><searchLink fieldCode="AU" term="%22Bazaga+D%22">Bazaga D</searchLink>; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Banna+GL%22">Banna GL</searchLink>; Department of Oncology, Portsmouth Hospitals University NHS Trust, Portsmouth, UK.; Faculty of Science and Health, School of Pharmacy and Biomedical Sciences, University of Portsmouth, Portsmouth, UK.<br /><searchLink fieldCode="AU" term="%22Addeo+A%22">Addeo A</searchLink>; Oncology Service, University Hospital Geneva, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Camps+C%22">Camps C</searchLink>; Department of Medicine, University of Valencia, Valencia, Spain.; Unidad Mixta Ómica, Centro Investigación Príncipe Felipe-Universidad de Valencia, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Seijo+LM%22">Seijo LM</searchLink>; Clínica Universidad de Navarra, Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Alberich-Bayarri+Á%22">Alberich-Bayarri Á</searchLink>; Quantitative Imaging Biomarkers in Medicine, Quibim, Valencia, Spain.
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  Data: <searchLink fieldCode="JN" term="%229114774%22">European radiology</searchLink> [Eur Radiol] 2026 Mar; Vol. 36 (3), pp. 2157-2185. <i>Date of Electronic Publication: </i>2025 Sep 08.
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              Text: 2026 Mar
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