Blum, Andreas

Association between surgical skin markings in dermoscopic images and diagnostic performance of a deep learning convolutional neural network for melanoma recognition

Winkler, J. K., Fink, C., Toberer, F., Enk, A., Deinlein, T., Hofmann-Wellenhof, R., Thomas, L., Lallas, A., Blum, A., Stolz, W., et al. (2019) · JAMA Dermatology

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 365

Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

Haggenmüller, S., Maron, R. C., Hekler, A., Utikal, J. S., Barata, C., Barnhill, R. L., Beltraminelli, H., Berking, C., Betz-Stablein, B., Blum, A., et al. (2021) · European Journal of Cancer

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 267

Accuracy of dermatoscopy for the diagnosis of nonpigmented cancers of the skin

Sinz, C., Tschandl, P., Rosendahl, C., Akay, B. N., Argenziano, G., Blum, A., Braun, R. P., Cabo, H., Gourhant, J.-Y., Kreusch, J., et al. (2017) · Journal of the American Academy of Dermatology

Cutaneous Melanoma Detection and ManagementNonmelanoma Skin Cancer Studies

Cited by 127

Diagnostic performance of a deep learning convolutional neural network in the differentiation of combined naevi and melanomas

Fink, C., Blum, A., Buhl, T., Mitteldorf, C., Hofmann‐Wellenhof, R., Deinlein, T., Stolz, W., Trennheuser, L., Cussigh, C., Deltgen, D., et al. (2020) · Journal of the European Academy of Dermatology and Venereology

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 71

S2k Guidelines for Cutaneous Basal Cell Carcinoma – Part 1: Epidemiology, Genetics and Diagnosis

Lang, B. M., Balermpas, P., Bauer, A., Blum, A., Brölsch, G. F., Dirschka, T., Follmann, M., Frank, J., Frerich, B., Fritz, K., et al. (2019) · JDDG: Journal der Deutschen Dermatologischen Gesellschaft

Nonmelanoma Skin Cancer StudiesCancer and Skin Lesions

Cited by 68

Dermoscopic Features of Psoriasis, Lichen Planus, and Pityriasis Rosea in Patients with Skin Type IV and Darker Attending the Regional Dermatology Training Centre in Northern Tanzania

Nwako-Mohamadi, M. K., Masenga, J. E., Mavura, D., Jahanpour, O. F., Mbwilo, E., & Blum, A. (2019) · Dermatology Practical & Conceptual

Medicine and Dermatology Studies HistoryCutaneous Melanoma Detection and Management

Cited by 42