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Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology.

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Title: Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology.
Authors: Gustav M; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany., Reitsam NG; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany., Carrero ZI; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany., Loeffler CML; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.; Department of Medicine I, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany., van Treeck M; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany., Yuan T; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany., West NP; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom., Quirke P; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom., Brinker TJ; Digital Biomarkers for Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany., Brenner H; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany., Favre L; Université Paris Est Créteil, INSERM, IMRB, Créteil, France.; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.; INSERM, U955, Team Oncogenèse des lymphomes et tumeurs de la Neurofibromatose 1, Créteil, France., Märkl B; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany., Stenzinger A; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany., Brobeil A; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.; Tissue Bank of the National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany., Hoffmeister M; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany., Calderaro J; Université Paris Est Créteil, INSERM, IMRB, Créteil, France.; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.; INSERM, U955, Team Oncogenèse des lymphomes et tumeurs de la Neurofibromatose 1, Créteil, France., Pujals A; Université Paris Est Créteil, INSERM, IMRB, Créteil, France.; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.; INSERM, U955, Team Oncogenèse des lymphomes et tumeurs de la Neurofibromatose 1, Créteil, France., Kather JN; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany. jakob-nikolas.kather@alumni.dkfz.de.; Department of Medicine I, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany. jakob-nikolas.kather@alumni.dkfz.de.; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom. jakob-nikolas.kather@alumni.dkfz.de.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany. jakob-nikolas.kather@alumni.dkfz.de.
Source: NPJ precision oncology [NPJ Precis Oncol] 2024 May 23; Vol. 8 (1), pp. 115. Date of Electronic Publication: 2024 May 23.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101708166 Publication Model: Electronic Cited Medium: Print ISSN: 2397-768X (Print) Linking ISSN: 2397768X NLM ISO Abbreviation: NPJ Precis Oncol Subsets: PubMed not MEDLINE
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  Data: Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology.
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  Data: <searchLink fieldCode="AU" term="%22Gustav+M%22">Gustav M</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Reitsam+NG%22">Reitsam NG</searchLink>; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany.<br /><searchLink fieldCode="AU" term="%22Carrero+ZI%22">Carrero ZI</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Loeffler+CML%22">Loeffler CML</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.; Department of Medicine I, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22van+Treeck+M%22">van Treeck M</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Yuan+T%22">Yuan T</searchLink>; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22West+NP%22">West NP</searchLink>; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Quirke+P%22">Quirke P</searchLink>; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Brinker+TJ%22">Brinker TJ</searchLink>; Digital Biomarkers for Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Brenner+H%22">Brenner H</searchLink>; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Favre+L%22">Favre L</searchLink>; Université Paris Est Créteil, INSERM, IMRB, Créteil, France.; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.; INSERM, U955, Team Oncogenèse des lymphomes et tumeurs de la Neurofibromatose 1, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Märkl+B%22">Märkl B</searchLink>; Pathology, Faculty of Medicine, University of Augsburg, Augsburg, Germany.<br /><searchLink fieldCode="AU" term="%22Stenzinger+A%22">Stenzinger A</searchLink>; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Brobeil+A%22">Brobeil A</searchLink>; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.; Tissue Bank of the National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Hoffmeister+M%22">Hoffmeister M</searchLink>; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Calderaro+J%22">Calderaro J</searchLink>; Université Paris Est Créteil, INSERM, IMRB, Créteil, France.; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.; INSERM, U955, Team Oncogenèse des lymphomes et tumeurs de la Neurofibromatose 1, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Pujals+A%22">Pujals A</searchLink>; Université Paris Est Créteil, INSERM, IMRB, Créteil, France.; Assistance Publique-Hôpitaux de Paris, Henri Mondor-Albert Chenevier University Hospital, Department of Pathology, Créteil, France.; INSERM, U955, Team Oncogenèse des lymphomes et tumeurs de la Neurofibromatose 1, Créteil, France.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany. jakob-nikolas.kather@alumni.dkfz.de.; Department of Medicine I, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany. jakob-nikolas.kather@alumni.dkfz.de.; Pathology & Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom. jakob-nikolas.kather@alumni.dkfz.de.; Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany. jakob-nikolas.kather@alumni.dkfz.de.
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