Seeing the primary tumor because of all the trees: Cancer type prediction on low-dimensional data.

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Title: Seeing the primary tumor because of all the trees: Cancer type prediction on low-dimensional data.
Authors: Gehrmann J; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Soenarto DJ; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Hidayat K; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Beyer M; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Quakulinski L; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Alkarkoukly S; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Berressem S; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany., Gundert A; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany., Butler M; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany., Grönke A; Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Lennartz S; Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Persigehl T; Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany., Zander T; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany., Beyan O; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Department of Data Science and Artificial Intelligence, Fraunhofer FIT, Sankt Augustin, Germany.
Source: Frontiers in medicine [Front Med (Lausanne)] 2024 Aug 27; Vol. 11, pp. 1396459. Date of Electronic Publication: 2024 Aug 27 (Print Publication: 2024).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Gehrmann+J%22">Gehrmann J</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Soenarto+DJ%22">Soenarto DJ</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Hidayat+K%22">Hidayat K</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Beyer+M%22">Beyer M</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Quakulinski+L%22">Quakulinski L</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Alkarkoukly+S%22">Alkarkoukly S</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Berressem+S%22">Berressem S</searchLink>; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Gundert+A%22">Gundert A</searchLink>; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Butler+M%22">Butler M</searchLink>; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Grönke+A%22">Grönke A</searchLink>; Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Lennartz+S%22">Lennartz S</searchLink>; Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Persigehl+T%22">Persigehl T</searchLink>; Institute for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.<br /><searchLink fieldCode="AU" term="%22Zander+T%22">Zander T</searchLink>; Department of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Beyan+O%22">Beyan O</searchLink>; Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Medical Data Integration Center (MeDIC), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.; Department of Data Science and Artificial Intelligence, Fraunhofer FIT, Sankt Augustin, Germany.
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