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Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study.
Chanda T, Haggenmueller S, Bucher TC, Holland-Letz T, Kittler H, Tschandl P, Heppt MV, Berking C, Utikal JS, Schilling B, Buerger C, Navarrete-Dechent C, Goebeler M, Kather JN, Schneider CV, Durani B, Durani H, Jansen M, Wacker J, Wacker J; Reader Study Consortium; Brinker TJ. Chanda T, et al. Nat Commun. 2025 May 21;16(1):4739. doi: 10.1038/s41467-025-59532-5. Nat Commun. 2025. PMID: 40399272 Free PMC article.
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma.
Chanda T, Hauser K, Hobelsberger S, Bucher TC, Garcia CN, Wies C, Kittler H, Tschandl P, Navarrete-Dechent C, Podlipnik S, Chousakos E, Crnaric I, Majstorovic J, Alhajwan L, Foreman T, Peternel S, Sarap S, Özdemir İ, Barnhill RL, Llamas-Velasco M, Poch G, Korsing S, Sondermann W, Gellrich FF, Heppt MV, Erdmann M, Haferkamp S, Drexler K, Goebeler M, Schilling B, Utikal JS, Ghoreschi K, Fröhling S, Krieghoff-Henning E; Reader Study Consortium; Brinker TJ. Chanda T, et al. Nat Commun. 2024 Jan 15;15(1):524. doi: 10.1038/s41467-023-43095-4. Nat Commun. 2024. PMID: 38225244 Free PMC article.