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Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study.

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Title: Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study.
Authors: Chanda T; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Haggenmueller S; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Bucher TC; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany., Holland-Letz T; Department of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany., Kittler H; Department of Dermatology, Medical University of Vienna, Vienna, Austria., Tschandl P; Department of Dermatology, Medical University of Vienna, Vienna, Austria., Heppt MV; Department of Dermatology, Uniklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany., Berking C; Department of Dermatology, Uniklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany., Utikal JS; Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Mannheim, Germany.; DKFZ Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany., Schilling B; Department of Dermatology, Venereology and Allergology, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Germany., Buerger C; Department of Dermatology, Venereology and Allergology, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Germany., Navarrete-Dechent C; Department of Dermatology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile., Goebeler M; Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany., Kather JN; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine, Dresden, Germany.; University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany., Schneider CV; Department of Internal Medicine, University Hospital Aachen, RWTH University of Aachen, Aachen, Germany., Durani B; Dres. Durani, Outpatient Clinic for Dermatology, Heidelberg, Germany., Durani H; Dres. Durani, Outpatient Clinic for Dermatology, Heidelberg, Germany., Jansen M; Dr. Martin Jansen, Outpatient Clinic for Dermatology, Heidelberg, Germany., Wacker J; Dres. Wacker, Outpatient Clinic for Dermatology, Heidelberg, Germany., Wacker J; Dres. Wacker, Outpatient Clinic for Dermatology, Heidelberg, Germany., Brinker TJ; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany. titus.brinker@dkfz.de.
Corporate Authors: Reader Study Consortium
Source: Nature communications [Nat Commun] 2025 May 21; Vol. 16 (1), pp. 4739. Date of Electronic Publication: 2025 May 21.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study.
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  Data: <searchLink fieldCode="AU" term="%22Chanda+T%22">Chanda T</searchLink>; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Haggenmueller+S%22">Haggenmueller S</searchLink>; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Bucher+TC%22">Bucher TC</searchLink>; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Holland-Letz+T%22">Holland-Letz T</searchLink>; Department of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Kittler+H%22">Kittler H</searchLink>; Department of Dermatology, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Tschandl+P%22">Tschandl P</searchLink>; Department of Dermatology, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Heppt+MV%22">Heppt MV</searchLink>; Department of Dermatology, Uniklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Berking+C%22">Berking C</searchLink>; Department of Dermatology, Uniklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Utikal+JS%22">Utikal JS</searchLink>; Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Mannheim, Germany.; DKFZ Hector Cancer Institute at the University Medical Center Mannheim, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Schilling+B%22">Schilling B</searchLink>; Department of Dermatology, Venereology and Allergology, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Germany.<br /><searchLink fieldCode="AU" term="%22Buerger+C%22">Buerger C</searchLink>; Department of Dermatology, Venereology and Allergology, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt, Germany.<br /><searchLink fieldCode="AU" term="%22Navarrete-Dechent+C%22">Navarrete-Dechent C</searchLink>; Department of Dermatology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.<br /><searchLink fieldCode="AU" term="%22Goebeler+M%22">Goebeler M</searchLink>; Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine, Dresden, Germany.; University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Schneider+CV%22">Schneider CV</searchLink>; Department of Internal Medicine, University Hospital Aachen, RWTH University of Aachen, Aachen, Germany.<br /><searchLink fieldCode="AU" term="%22Durani+B%22">Durani B</searchLink>; Dres. Durani, Outpatient Clinic for Dermatology, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Durani+H%22">Durani H</searchLink>; Dres. Durani, Outpatient Clinic for Dermatology, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Jansen+M%22">Jansen M</searchLink>; Dr. Martin Jansen, Outpatient Clinic for Dermatology, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Wacker+J%22">Wacker J</searchLink>; Dres. Wacker, Outpatient Clinic for Dermatology, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Wacker+J%22">Wacker J</searchLink>; Dres. Wacker, Outpatient Clinic for Dermatology, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Brinker+TJ%22">Brinker TJ</searchLink>; Digital Biomarkers for Oncology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany. titus.brinker@dkfz.de.
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