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143 results

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Page 1
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: drexler k. Nat Commun. 2024 Jan 15;15(1):524. doi: 10.1038/s41467-023-43095-4. Nat Commun. 2024. PMID: 38225244 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.
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.
Maron RC, Weichenthal M, Utikal JS, Hekler A, Berking C, Hauschild A, Enk AH, Haferkamp S, Klode J, Schadendorf D, Jansen P, Holland-Letz T, Schilling B, von Kalle C, Fröhling S, Gaiser MR, Hartmann D, Gesierich A, Kähler KC, Wehkamp U, Karoglan A, Bär C, Brinker TJ; Collabrators. Maron RC, et al. Eur J Cancer. 2019 Sep;119:57-65. doi: 10.1016/j.ejca.2019.06.013. Epub 2019 Aug 14. Eur J Cancer. 2019. PMID: 31419752 Free article.
Superior skin cancer classification by the combination of human and artificial intelligence.
Hekler A, Utikal JS, Enk AH, Hauschild A, Weichenthal M, Maron RC, Berking C, Haferkamp S, Klode J, Schadendorf D, Schilling B, Holland-Letz T, Izar B, von Kalle C, Fröhling S, Brinker TJ; Collaborators. Hekler A, et al. Eur J Cancer. 2019 Oct;120:114-121. doi: 10.1016/j.ejca.2019.07.019. Epub 2019 Sep 10. Eur J Cancer. 2019. PMID: 31518967 Free article.
Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning.
Hekler A, Maron RC, Haggenmüller S, Schmitt M, Wies C, Utikal JS, Meier F, Hobelsberger S, Gellrich FF, Sergon M, Hauschild A, French LE, Heinzerling L, Schlager JG, Ghoreschi K, Schlaak M, Hilke FJ, Poch G, Korsing S, Berking C, Heppt MV, Erdmann M, Haferkamp S, Drexler K, Schadendorf D, Sondermann W, Goebeler M, Schilling B, Kather JN, Krieghoff-Henning E, Brinker TJ. Hekler A, et al. Among authors: drexler k. J Am Acad Dermatol. 2024 May;90(5):1028-1031. doi: 10.1016/j.jaad.2023.11.065. Epub 2024 Jan 8. J Am Acad Dermatol. 2024. PMID: 38199280 Free article. No abstract available.
Subtypes of Melanomas Associated with Different Degrees of Actinic Elastosis in Conventional Histology, Irrespective of Age and Body Site, Suggesting Chronic Ultraviolet Light Exposure as Driver for Lentigo Maligna Melanoma and Nodular Melanoma.
Drexler K, Zenderowski V, Schreieder L, Koschitzki K, Karrer S, Berneburg M, Haferkamp S, Niebel D. Drexler K, et al. Cancers (Basel). 2023 Dec 19;16(1):1. doi: 10.3390/cancers16010001. Cancers (Basel). 2023. PMID: 38201430 Free PMC article.
Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics.
Haggenmüller S, Schmitt M, Krieghoff-Henning E, Hekler A, Maron RC, Wies C, Utikal JS, Meier F, Hobelsberger S, Gellrich FF, Sergon M, Hauschild A, French LE, Heinzerling L, Schlager JG, Ghoreschi K, Schlaak M, Hilke FJ, Poch G, Korsing S, Berking C, Heppt MV, Erdmann M, Haferkamp S, Drexler K, Schadendorf D, Sondermann W, Goebeler M, Schilling B, Kather JN, Fröhling S, Brinker TJ. Haggenmüller S, et al. Among authors: drexler k. JAMA Dermatol. 2024 Mar 1;160(3):303-311. doi: 10.1001/jamadermatol.2023.5550. JAMA Dermatol. 2024. PMID: 38324293 Free PMC article.
Patients' and dermatologists' preferences in AI-driven skin cancer diagnostics: prospective multicentric survey study.
Haggenmüller S, Maron RC, Hekler A, Krieghoff-Henning E, Utikal JS, Gaiser M, Müller V, Fabian S, Meier F, Hobelsberger S, Gellrich FF, Sergon M, Hauschild A, Weichenthal M, French LE, Heinzerling L, Schlager JG, Ghoreschi K, Schlaak M, Hilke FJ, Poch G, Korsing S, Berking C, Heppt MV, Erdmann M, Haferkamp S, Drexler K, Schadendorf D, Sondermann W, Goebeler M, Schilling B, Kather JN, Fröhling S, Kaminski K, Doppler A, Bucher T, Brinker TJ. Haggenmüller S, et al. Among authors: drexler k. J Am Acad Dermatol. 2024 Apr 24:S0190-9622(24)00649-2. doi: 10.1016/j.jaad.2024.04.033. Online ahead of print. J Am Acad Dermatol. 2024. PMID: 38670313 Free article. No abstract available.
Complete lymph node dissection in cutaneous melanoma patients with positive sentinel lymph node: Outcome and predictors in a retrospective cohort study over 16 years.
Baecher H, Gerken M, Knoedler L, Knoedler S, Alfertshofer M, Klinkhammer-Schalke M, Berneburg M, Drexler K, Haferkamp S. Baecher H, et al. Among authors: drexler k. J Plast Reconstr Aesthet Surg. 2024 Mar 1;92:33-47. doi: 10.1016/j.bjps.2024.02.056. Online ahead of print. J Plast Reconstr Aesthet Surg. 2024. PMID: 38489985 Free article.
143 results