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Deep learning-based histopathological classification and subclassification of benign and malignant salivary gland tumors.

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Title: Deep learning-based histopathological classification and subclassification of benign and malignant salivary gland tumors.
Authors: Weber A; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Faculty of Biology, University of Freiburg, Freiburg, Germany., Schuster D; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Heyer J; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Core Facility for Histopathology and Digital Pathology, Medical Center, University of Freiburg, Freiburg, Germany.; Biobank Comprehensive Cancer Center Freiburg, Medical Center, University of Freiburg, Freiburg, Germany., Becker C; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Burkhardt V; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Werner M; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Core Facility for Histopathology and Digital Pathology, Medical Center, University of Freiburg, Freiburg, Germany.; Biobank Comprehensive Cancer Center Freiburg, Medical Center, University of Freiburg, Freiburg, Germany., Spörlein A; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Bronsert P; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Core Facility for Histopathology and Digital Pathology, Medical Center, University of Freiburg, Freiburg, Germany.; Biobank Comprehensive Cancer Center Freiburg, Medical Center, University of Freiburg, Freiburg, Germany., Schulz T; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany. tobias.schulz@uniklinik-freiburg.de.; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Killianstrasse 5, Freiburg, 79106, Germany. tobias.schulz@uniklinik-freiburg.de.
Source: European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery [Eur Arch Otorhinolaryngol] 2026 Jun; Vol. 283 (6), pp. 3905-3915. Date of Electronic Publication: 2026 Mar 05.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9002937 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1434-4726 (Electronic) Linking ISSN: 09374477 NLM ISO Abbreviation: Eur Arch Otorhinolaryngol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Weber+A%22">Weber A</searchLink>; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Faculty of Biology, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Schuster+D%22">Schuster D</searchLink>; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Heyer+J%22">Heyer J</searchLink>; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Core Facility for Histopathology and Digital Pathology, Medical Center, University of Freiburg, Freiburg, Germany.; Biobank Comprehensive Cancer Center Freiburg, Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Becker+C%22">Becker C</searchLink>; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Burkhardt+V%22">Burkhardt V</searchLink>; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Werner+M%22">Werner M</searchLink>; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Core Facility for Histopathology and Digital Pathology, Medical Center, University of Freiburg, Freiburg, Germany.; Biobank Comprehensive Cancer Center Freiburg, Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Spörlein+A%22">Spörlein A</searchLink>; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Bronsert+P%22">Bronsert P</searchLink>; Institute for Surgical Pathology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.; Core Facility for Histopathology and Digital Pathology, Medical Center, University of Freiburg, Freiburg, Germany.; Biobank Comprehensive Cancer Center Freiburg, Medical Center, University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Schulz+T%22">Schulz T</searchLink>; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany. tobias.schulz@uniklinik-freiburg.de.; Department of Oto-Rhino-Laryngology, Medical Center, Faculty of Medicine, University of Freiburg, Killianstrasse 5, Freiburg, 79106, Germany. tobias.schulz@uniklinik-freiburg.de.
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        Value: 10.1007/s00405-026-10082-6
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              Text: 2026 Jun
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