Development and internal validation of mammography feature-based prognostic models for distant recurrence-free survival of invasive breast cancer in a screening cohort.

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Title: Development and internal validation of mammography feature-based prognostic models for distant recurrence-free survival of invasive breast cancer in a screening cohort.
Authors: Peters J; Department IQ Health, Radboud University Medical Center, Nijmegen, the Netherlands. Jim.Peters@radboudumc.nl., Penning de Vries BBL; University Utrecht, Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, the Netherlands., van Dijck JAAM; Department IQ Health, Radboud University Medical Center, Nijmegen, the Netherlands., Mann RM; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Radiology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands., Moriakov N; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Radiation Oncology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands., Teuwen J; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Radiation Oncology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.; AI for Oncology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands., Karssemeijer N; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands., Lips EH; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands., Wesseling J; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.; Department of Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.; Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands., van Leeuwen MM; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands., van den Belt-Dusebout AW; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands., van Gils CH; University Utrecht, Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, the Netherlands., Pijnappel R; Dutch Expert Centre for Screening, Nijmegen, the Netherlands., de Munck L; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands., van Oirsouw M; Borstkanker Vereniging Nederland, Utrecht, the Netherlands., Verschuur E; Borstkanker Vereniging Nederland, Utrecht, the Netherlands., Elias SG; University Utrecht, Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, the Netherlands., Broeders MJM; Department IQ Health, Radboud University Medical Center, Nijmegen, the Netherlands.; Dutch Expert Centre for Screening, Nijmegen, the Netherlands.
Source: NPJ breast cancer [NPJ Breast Cancer] 2026 Apr 20; Vol. 12 (1). Date of Electronic Publication: 2026 Apr 20.
Publication Type: Journal Article
Journal Info: Publisher: Breast Cancer Research Foundation Country of Publication: United States NLM ID: 101674891 Publication Model: Electronic Cited Medium: Print ISSN: 2374-4677 (Print) Linking ISSN: 23744677 NLM ISO Abbreviation: NPJ Breast Cancer Subsets: PubMed not MEDLINE
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  Data: Development and internal validation of mammography feature-based prognostic models for distant recurrence-free survival of invasive breast cancer in a screening cohort.
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  Data: <searchLink fieldCode="AU" term="%22Peters+J%22">Peters J</searchLink>; Department IQ Health, Radboud University Medical Center, Nijmegen, the Netherlands. Jim.Peters@radboudumc.nl.<br /><searchLink fieldCode="AU" term="%22Penning+de+Vries+BBL%22">Penning de Vries BBL</searchLink>; University Utrecht, Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, the Netherlands.<br /><searchLink fieldCode="AU" term="%22van+Dijck+JAAM%22">van Dijck JAAM</searchLink>; Department IQ Health, Radboud University Medical Center, Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Mann+RM%22">Mann RM</searchLink>; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Radiology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Moriakov+N%22">Moriakov N</searchLink>; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Radiation Oncology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Teuwen+J%22">Teuwen J</searchLink>; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.; Department of Radiation Oncology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.; AI for Oncology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Karssemeijer+N%22">Karssemeijer N</searchLink>; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Lips+EH%22">Lips EH</searchLink>; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Wesseling+J%22">Wesseling J</searchLink>; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.; Department of Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.; Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands.<br /><searchLink fieldCode="AU" term="%22van+Leeuwen+MM%22">van Leeuwen MM</searchLink>; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22van+den+Belt-Dusebout+AW%22">van den Belt-Dusebout AW</searchLink>; Division of Molecular Pathology, Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands.<br /><searchLink fieldCode="AU" term="%22van+Gils+CH%22">van Gils CH</searchLink>; University Utrecht, Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Pijnappel+R%22">Pijnappel R</searchLink>; Dutch Expert Centre for Screening, Nijmegen, the Netherlands.<br /><searchLink fieldCode="AU" term="%22de+Munck+L%22">de Munck L</searchLink>; Department of Research and Development, Netherlands Comprehensive Cancer Organization, Utrecht, the Netherlands.<br /><searchLink fieldCode="AU" term="%22van+Oirsouw+M%22">van Oirsouw M</searchLink>; Borstkanker Vereniging Nederland, Utrecht, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Verschuur+E%22">Verschuur E</searchLink>; Borstkanker Vereniging Nederland, Utrecht, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Elias+SG%22">Elias SG</searchLink>; University Utrecht, Julius Center for Health Sciences and Primary Care, UMC Utrecht, Utrecht, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Broeders+MJM%22">Broeders MJM</searchLink>; Department IQ Health, Radboud University Medical Center, Nijmegen, the Netherlands.; Dutch Expert Centre for Screening, Nijmegen, the Netherlands.
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  Data: <searchLink fieldCode="JN" term="%22101674891%22">NPJ breast cancer</searchLink> [NPJ Breast Cancer] 2026 Apr 20; Vol. 12 (1). <i>Date of Electronic Publication: </i>2026 Apr 20.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Breast+Cancer+Research+Foundation%22">Breast Cancer Research Foundation </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101674891 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2374-4677 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223744677%22">23744677 </searchLink><i>NLM ISO Abbreviation: </i>NPJ Breast Cancer <i>Subsets: </i>PubMed not MEDLINE
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