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Do explainable AI (XAI) methods improve the acceptance of AI in clinical practice? An evaluation of XAI methods on Gleason grading.

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Title: Do explainable AI (XAI) methods improve the acceptance of AI in clinical practice? An evaluation of XAI methods on Gleason grading.
Authors: Manz R; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Bäcker J; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Cramer S; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Meyer P; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Müller D; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany.; IT-Infrastructure for Translational Medical Research, University of Augsburg, Augsburg, Germany., Muzalyova A; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Rentschler L; Institute for Pathology and Molecular Diagnostics, University Hospital of Augsburg, Augsburg, Germany., Wengenmayr C; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Hinske LC; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany., Huss R; Institute for Pathology and Molecular Diagnostics, University Hospital of Augsburg, Augsburg, Germany.; BioM Biotech Cluster Development GmbH, Planegg, Germany., Raffler J; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany.; Bavarian Cancer Research Center (BZKF), Augsburg, Germany., Soto-Rey I; Digital Medicine, University Hospital of Augsburg, Augsburg, Germany.
Source: The journal of pathology. Clinical research [J Pathol Clin Res] 2025 Mar; Vol. 11 (2), pp. e70023.
Publication Type: Journal Article; Evaluation Study; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Wiley Blackwell Country of Publication: England NLM ID: 101658534 Publication Model: Print Cited Medium: Internet ISSN: 2056-4538 (Electronic) Linking ISSN: 20564538 NLM ISO Abbreviation: J Pathol Clin Res Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley+Blackwell%22">Wiley Blackwell </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101658534 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>2056-4538 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220564538%22">20564538 </searchLink><i>NLM ISO Abbreviation: </i>J Pathol Clin Res <i>Subsets: </i>MEDLINE
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              Text: 2025 Mar
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