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Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study2020 Journal of Medical Internet Research article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Jochen Sven Utikal, Achim Hekler, Axel Hauschild, Elke Sattler, Wiebke Sondermann, +14 more
91citations -
Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study2023 arXiv (Cornell University) preprint Medicine Cutaneous Melanoma Detection and Management Open access
Achim Hekler, Roman Christoph Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen Sven Utikal, +25 more
0citations -
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts2021 European Journal of Cancer review Medicine Cutaneous Melanoma Detection and Management Open access
Sarah Haggenmüller, Roman Christoph Maron, Achim Hekler, Jochen Sven Utikal, Catarina Barata, Raymond L. Barnhill, +59 more
269citations -
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access
Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more
66citations -
Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists2021 Journal of the American Academy of Dermatology article Computer Science AI in cancer detection Open access
Titus Josef Brinker, Max Schmitt, Eva Krieghoff‐Henning, Raymond L. Barnhill, Helmut Beltraminelli, Stephan Alexander Braun, +22 more
70citations -
A benchmark for neural network robustness in skin cancer classification2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Justin Gabriel Schlager, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +22 more
65citations -
Spliceosome Mutations in Uveal Melanoma2020 International Journal of Molecular Sciences article Medicine Ocular Oncology and Treatments Open access cited by 1 patent
Josephine Q.N. Nguyen, Wojtek Drabarek, Serdar Yavuzyiğitoğlu, Eva Medico Salsench, Robert M. Verdijk, Nicole C. Naus, +3 more
31citations -
Uveal Melanoma Patients Have a Distinct Metabolic Phenotype in Peripheral Blood2023 International Journal of Molecular Sciences article Medicine Ocular Oncology and Treatments Open access
Daniël P. de Bruyn, Michiel Bongaerts, Ramon Bonte, Jolanda Vaarwater, Magda A. Meester‐Smoor, Robert M. Verdijk, +6 more
11citations -
Digital PCR-based genetic profiling from vitreous fluid as liquid biopsy for primary uveal melanoma: a proof-of-concept study2025 Journal of Experimental & Clinical Cancer Research article Medicine Ocular Oncology and Treatments Open access
Rogier J. Nell, Nino V. Menger, Maria Chiara Gelmi, T. H. Khanh Vu, Robert M. Verdijk, GPM LUYTEN, +2 more
5citations -
A Comparison of 3 T and 7 T MRI for the Clinical Evaluation of Uveal Melanoma2021 Journal of Magnetic Resonance Imaging article Medicine Ocular Oncology and Treatments Open access
Michael C.Y. Tang, Myriam G. Jaarsma‐Coes, Teresa A. Ferreira, Lorna Grech Fonk, Marina Marinkovic, Gregorius P. M. Luyten, +1 more
13citations -
Ambiguous melanocytic lesions: A retrospective cohort study of incidence and outcome of melanocytic tumor of uncertain malignant potential (MELTUMP) and superficial atypical melanocytic proliferation of uncertain significance (SAMPUS) in the Netherlands2022 Journal of the American Academy of Dermatology article Medicine Cutaneous Melanoma Detection and Management Open access
Jiahe Vermariën-Wang, Thom Doeleman, Remco van Doorn, Antien L. Mooyaart, Willeke A.M. Blokx, Anne M.R. Schrader
10citations