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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: brinker tj. Nat Commun. 2024 Jan 15;15(1):524. doi: 10.1038/s41467-023-43095-4. Nat Commun. 2024. PMID: 38225244 Free PMC article.
Photoaging Mobile Apps in School-Based Melanoma Prevention: Pilot Study.
Brinker TJ, Brieske CM, Schaefer CM, Buslaff F, Gatzka M, Petri MP, Sondermann W, Schadendorf D, Stoffels I, Klode J. Brinker TJ, et al. J Med Internet Res. 2017 Sep 8;19(9):e319. doi: 10.2196/jmir.8661. J Med Internet Res. 2017. PMID: 28887295 Free PMC article.
A Skin Cancer Prevention Facial-Aging Mobile App for Secondary Schools in Brazil: Appearance-Focused Interventional Study.
Brinker TJ, Heckl M, Gatzka M, Heppt MV, Resende Rodrigues H, Schneider S, Sondermann W, de Almeida E Silva C, Kirchberger MC, Klode J, Enk AH, Knispel S, von Kalle C, Stoffels I, Schadendorf D, Nakamura Y, Esser S, Assis A, Bernardes-Souza B. Brinker TJ, et al. JMIR Mhealth Uhealth. 2018 Mar 9;6(3):e60. doi: 10.2196/mhealth.9794. JMIR Mhealth Uhealth. 2018. PMID: 29523502 Free PMC article.
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task.
Brinker TJ, Hekler A, Enk AH, Klode J, Hauschild A, Berking C, Schilling B, Haferkamp S, Schadendorf D, Fröhling S, Utikal JS, von Kalle C; Collaborators. Brinker TJ, et al. Eur J Cancer. 2019 Apr;111:148-154. doi: 10.1016/j.ejca.2019.02.005. Epub 2019 Mar 8. Eur J Cancer. 2019. PMID: 30852421 Free article.
119 results