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Deep Learning for Biomarker Discovery in Cancer Genomes.

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Title: Deep Learning for Biomarker Discovery in Cancer Genomes.
Authors: Unger M; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany., Loeffler CML; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.; Medical Department 1, University Hospital and Faculty of Medicine Carl Gustav Carus, University of Technology Dresden, Dresden, Germany.; National Center for Tumor Diseases Dresden (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany., Žigutytė L; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany., Sainath S; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany., Lenz T; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany., Vibert J; Drug Development Department (DITEP), Gustave Roussy, Villejuif, France., Mock A; Institute of Pathology, Ludwig-Maximilians-University München, Munich, Germany.; Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany., Fröhling S; Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany.; German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.; Division of Translational Precision Medicine, Institute of Human Genetics, Heidelberg University, Heidelberg, Germany., Graham TA; Centre for Evolution and Cancer, Institute of Cancer Research, London, UK., Carrero ZI; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany., Kather JN; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.; Medical Department 1, University Hospital and Faculty of Medicine Carl Gustav Carus, University of Technology Dresden, Dresden, Germany.; National Center for Tumor Diseases Dresden (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.
Source: BioRxiv : the preprint server for biology [bioRxiv] 2025 Jan 08. Date of Electronic Publication: 2025 Jan 08.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet ISSN: 2692-8205 (Electronic) Linking ISSN: 26928205 NLM ISO Abbreviation: bioRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Unger+M%22">Unger M</searchLink>; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Loeffler+CML%22">Loeffler CML</searchLink>; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.; Medical Department 1, University Hospital and Faculty of Medicine Carl Gustav Carus, University of Technology Dresden, Dresden, Germany.; National Center for Tumor Diseases Dresden (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Žigutytė+L%22">Žigutytė L</searchLink>; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Sainath+S%22">Sainath S</searchLink>; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Lenz+T%22">Lenz T</searchLink>; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Vibert+J%22">Vibert J</searchLink>; Drug Development Department (DITEP), Gustave Roussy, Villejuif, France.<br /><searchLink fieldCode="AU" term="%22Mock+A%22">Mock A</searchLink>; Institute of Pathology, Ludwig-Maximilians-University München, Munich, Germany.; Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Fröhling+S%22">Fröhling S</searchLink>; Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.; National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany.; German Cancer Consortium (DKTK), Core Center Heidelberg, Heidelberg, Germany.; Division of Translational Precision Medicine, Institute of Human Genetics, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Graham+TA%22">Graham TA</searchLink>; Centre for Evolution and Cancer, Institute of Cancer Research, London, UK.<br /><searchLink fieldCode="AU" term="%22Carrero+ZI%22">Carrero ZI</searchLink>; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; Else Kroener Fresenius Center for Digital Health, University of Technology Dresden, Dresden, Germany.; Medical Department 1, University Hospital and Faculty of Medicine Carl Gustav Carus, University of Technology Dresden, Dresden, Germany.; National Center for Tumor Diseases Dresden (NCT/UCC), a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany.
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