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Multicollinearity and redundancy of the PET radiomic feature set.

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Title: Multicollinearity and redundancy of the PET radiomic feature set.
Authors: Noortman WA; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands. w.a.noortman@umcg.nl.; Department of Medical Oncology, University Medical Center Groningen, Groningen, The Netherlands. w.a.noortman@umcg.nl., Vriens D; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands., Bussink J; Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands., Meijer TWH; Department of Radiation Oncology, University Medical Center Groningen, Groningen, The Netherlands., Aarntzen EHJG; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.; Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, Groningen, The Netherlands.; Department of Nuclear Medicine, Eberhard Karls University, Tuebingen, Germany., Deroose CM; Nuclear Medicine, UZ Leuven, Leuven, Belgium., Lhommel R; Division of Nuclear Medicine and Institut de Recherche Clinique, Cliniques Universitaires Saint Luc (UCLouvain), Brussels, Belgium., Aide N; INSERM ANTICIPE U1086, François Baclesse Cancer Centre, Caen, France., Le Tourneau C; Department of Drug Development and Innovation, Institut Curie, Paris-Saclay University, Paris, France., de Koster EJ; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands., Oyen WJG; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.; Department of Radiology and Nuclear Medicine, Rijnstate Hospital, Arnhem, The Netherlands.; Department of Biomedical Sciences and Humanitas Clinical and Research Centre, Department of Nuclear Medicine, Humanitas University, Milan, Italy., Triemstra L; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.; Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands., Ruurda JP; Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands., Vegt E; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands., de Geus-Oei LF; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.; Biomedical Photonic Imaging Group, University of Twente, Enschede, The Netherlands., van Velden FHP; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.
Source: European radiology [Eur Radiol] 2025 Nov; Vol. 35 (11), pp. 6905-6916. Date of Electronic Publication: 2025 May 07.
Publication Type: Journal Article
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: <searchLink fieldCode="AU" term="%22Noortman+WA%22">Noortman WA</searchLink>; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands. w.a.noortman@umcg.nl.; Department of Medical Oncology, University Medical Center Groningen, Groningen, The Netherlands. w.a.noortman@umcg.nl.<br /><searchLink fieldCode="AU" term="%22Vriens+D%22">Vriens D</searchLink>; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Bussink+J%22">Bussink J</searchLink>; Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Meijer+TWH%22">Meijer TWH</searchLink>; Department of Radiation Oncology, University Medical Center Groningen, Groningen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Aarntzen+EHJG%22">Aarntzen EHJG</searchLink>; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.; Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, Groningen, The Netherlands.; Department of Nuclear Medicine, Eberhard Karls University, Tuebingen, Germany.<br /><searchLink fieldCode="AU" term="%22Deroose+CM%22">Deroose CM</searchLink>; Nuclear Medicine, UZ Leuven, Leuven, Belgium.<br /><searchLink fieldCode="AU" term="%22Lhommel+R%22">Lhommel R</searchLink>; Division of Nuclear Medicine and Institut de Recherche Clinique, Cliniques Universitaires Saint Luc (UCLouvain), Brussels, Belgium.<br /><searchLink fieldCode="AU" term="%22Aide+N%22">Aide N</searchLink>; INSERM ANTICIPE U1086, François Baclesse Cancer Centre, Caen, France.<br /><searchLink fieldCode="AU" term="%22Le+Tourneau+C%22">Le Tourneau C</searchLink>; Department of Drug Development and Innovation, Institut Curie, Paris-Saclay University, Paris, France.<br /><searchLink fieldCode="AU" term="%22de+Koster+EJ%22">de Koster EJ</searchLink>; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Oyen+WJG%22">Oyen WJG</searchLink>; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands.; Department of Radiology and Nuclear Medicine, Rijnstate Hospital, Arnhem, The Netherlands.; Department of Biomedical Sciences and Humanitas Clinical and Research Centre, Department of Nuclear Medicine, Humanitas University, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Triemstra+L%22">Triemstra L</searchLink>; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.; Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Ruurda+JP%22">Ruurda JP</searchLink>; Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Vegt+E%22">Vegt E</searchLink>; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22de+Geus-Oei+LF%22">de Geus-Oei LF</searchLink>; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.; Biomedical Photonic Imaging Group, University of Twente, Enschede, The Netherlands.<br /><searchLink fieldCode="AU" term="%22van+Velden+FHP%22">van Velden FHP</searchLink>; Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, The Netherlands.
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  Data: <searchLink fieldCode="JN" term="%229114774%22">European radiology</searchLink> [Eur Radiol] 2025 Nov; Vol. 35 (11), pp. 6905-6916. <i>Date of Electronic Publication: </i>2025 May 07.
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