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. |
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| 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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| ISSN: | 2041-1723 |
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| DOI: | 10.1038/s41467-025-59532-5 |
