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Did you mean kogelsberger s (1 results)?
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: hobelsberger s. Nat Commun. 2024 Jan 15;15(1):524. doi: 10.1038/s41467-023-43095-4. Nat Commun. 2024. PMID: 38225244 Free PMC article.
Patients' and dermatologists' preferences in artificial intelligence-driven skin cancer diagnostics: A 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; Collaborators. Haggenmüller S, et al. Among authors: hobelsberger s. J Am Acad Dermatol. 2024 Aug;91(2):366-370. doi: 10.1016/j.jaad.2024.04.033. Epub 2024 Apr 24. J Am Acad Dermatol. 2024. PMID: 38670313 Free article. No abstract available.
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: hobelsberger s. 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.
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: hobelsberger s. JAMA Dermatol. 2024 Mar 1;160(3):303-311. doi: 10.1001/jamadermatol.2023.5550. JAMA Dermatol. 2024. PMID: 38324293 Free PMC article.
Prospective multicenter study using artificial intelligence to improve dermoscopic melanoma diagnosis in patient care.
Heinlein L, Maron RC, Hekler A, Haggenmüller S, 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, Krieghoff-Henning E, Brinker TJ. Heinlein L, et al. Among authors: hobelsberger s. Commun Med (Lond). 2024 Sep 11;4(1):177. doi: 10.1038/s43856-024-00598-5. Commun Med (Lond). 2024. PMID: 39256516 Free PMC article.
Explainable artificial intelligence in skin cancer recognition: A systematic review.
Hauser K, Kurz A, Haggenmüller S, Maron RC, von Kalle 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, Kutzner H, Berking C, Heppt MV, Erdmann M, Haferkamp S, Schadendorf D, Sondermann W, Goebeler M, Schilling B, Kather JN, Fröhling S, Lipka DB, Hekler A, Krieghoff-Henning E, Brinker TJ. Hauser K, et al. Among authors: hobelsberger s. Eur J Cancer. 2022 May;167:54-69. doi: 10.1016/j.ejca.2022.02.025. Epub 2022 Apr 5. Eur J Cancer. 2022. PMID: 35390650 Free article. Review.
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
Haggenmüller S, Maron RC, Hekler A, Utikal JS, Barata C, Barnhill RL, Beltraminelli H, Berking C, Betz-Stablein B, Blum A, Braun SA, Carr R, Combalia M, Fernandez-Figueras MT, Ferrara G, Fraitag S, French LE, Gellrich FF, Ghoreschi K, Goebeler M, Guitera P, Haenssle HA, Haferkamp S, Heinzerling L, Heppt MV, Hilke FJ, Hobelsberger S, Krahl D, Kutzner H, Lallas A, Liopyris K, Llamas-Velasco M, Malvehy J, Meier F, Müller CSL, Navarini AA, Navarrete-Dechent C, Perasole A, Poch G, Podlipnik S, Requena L, Rotemberg VM, Saggini A, Sangueza OP, Santonja C, Schadendorf D, Schilling B, Schlaak M, Schlager JG, Sergon M, Sondermann W, Soyer HP, Starz H, Stolz W, Vale E, Weyers W, Zink A, Krieghoff-Henning E, Kather JN, von Kalle C, Lipka DB, Fröhling S, Hauschild A, Kittler H, Brinker TJ. Haggenmüller S, et al. Among authors: hobelsberger s. Eur J Cancer. 2021 Oct;156:202-216. doi: 10.1016/j.ejca.2021.06.049. Epub 2021 Sep 8. Eur J Cancer. 2021. PMID: 34509059 Free article.
Model soups improve performance of dermoscopic skin cancer classifiers.
Maron RC, Hekler A, Haggenmüller S, von Kalle C, Utikal JS, Müller V, Gaiser M, 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, Schadendorf D, Sondermann W, Goebeler M, Schilling B, Kather JN, Fröhling S, Lipka DB, Krieghoff-Henning E, Brinker TJ. Maron RC, et al. Among authors: hobelsberger s. Eur J Cancer. 2022 Sep;173:307-316. doi: 10.1016/j.ejca.2022.07.002. Epub 2022 Aug 13. Eur J Cancer. 2022. PMID: 35973360 Free article.
25 results