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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. Among authors: gellrich ff. Nat Commun. 2024 Jan 15;15(1):524. doi: 10.1038/s41467-023-43095-4. Nat Commun. 2024. PMID: 38225244 Free PMC article.
Systemic Therapy of Metastatic Melanoma: On the Road to Cure.
Steininger J, Gellrich FF, Schulz A, Westphal D, Beissert S, Meier F. Steininger J, et al. Among authors: gellrich ff. Cancers (Basel). 2021 Mar 20;13(6):1430. doi: 10.3390/cancers13061430. Cancers (Basel). 2021. PMID: 33804800 Free PMC article. Review.
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.
Höhn J, Hekler A, Krieghoff-Henning E, Kather JN, Utikal JS, Meier F, Gellrich FF, Hauschild A, French L, Schlager JG, Ghoreschi K, Wilhelm T, Kutzner H, Heppt M, Haferkamp S, Sondermann W, Schadendorf D, Schilling B, Maron RC, Schmitt M, Jutzi T, Fröhling S, Lipka DB, Brinker TJ. Höhn J, et al. Among authors: gellrich ff. J Med Internet Res. 2021 Jul 2;23(7):e20708. doi: 10.2196/20708. J Med Internet Res. 2021. PMID: 34255646 Free PMC article. Review.