Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists HA Haenssle, C Fink, R Schneiderbauer, F Toberer, T Buhl, A Blum, ... Annals of oncology 29 (8), 1836-1842, 2018 | 1559 | 2018 |
Epidemiological trends in skin cancer Z Apalla, A Lallas, E Sotiriou, E Lazaridou, D Ioannides Dermatology practical & conceptual 7 (2), 1, 2017 | 721 | 2017 |
Human–computer collaboration for skin cancer recognition P Tschandl, C Rinner, Z Apalla, G Argenziano, N Codella, A Halpern, ... Nature medicine 26 (8), 1229-1234, 2020 | 701 | 2020 |
European consensus-based interdisciplinary guideline for melanoma. Part 2: treatment–update 2019 C Garbe, T Amaral, K Peris, A Hauschild, P Arenberger, L Bastholt, ... European Journal of Cancer 126, 159-177, 2020 | 536 | 2020 |
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study P Tschandl, N Codella, BN Akay, G Argenziano, RP Braun, H Cabo, ... The lancet oncology 20 (7), 938-947, 2019 | 489 | 2019 |
Accuracy of dermoscopic criteria for the diagnosis of psoriasis, dermatitis, lichen planus and pityriasis rosea A Lallas, A Kyrgidis, TG Tzellos, Z Apalla, E Karakyriou, A Karatolias, ... British Journal of Dermatology 166 (6), 1198-1205, 2012 | 388 | 2012 |
Association between surgical skin markings in dermoscopic images and diagnostic performance of a deep learning convolutional neural network for melanoma recognition JK Winkler, C Fink, F Toberer, A Enk, T Deinlein, R Hofmann-Wellenhof, ... JAMA dermatology 155 (10), 1135-1141, 2019 | 351 | 2019 |
Expert-level diagnosis of nonpigmented skin cancer by combined convolutional neural networks P Tschandl, C Rosendahl, BN Akay, G Argenziano, A Blum, RP Braun, ... JAMA dermatology 155 (1), 58-65, 2019 | 306 | 2019 |
A meta-analysis of nevus-associated melanoma: Prevalence and practical implications R Pampena, A Kyrgidis, A Lallas, E Moscarella, G Argenziano, C Longo Journal of the American Academy of Dermatology 77 (5), 938-945. e4, 2017 | 255 | 2017 |
The dermatoscopic universe of basal cell carcinoma A Lallas, Z Apalla, G Argenziano, C Longo, E Moscarella, F Specchio, ... Dermatology practical & conceptual 4 (3), 11, 2014 | 230 | 2014 |
Dermoscopy in general dermatology: practical tips for the clinician A Lallas, J Giacomel, G Argenziano, B García‐García, ... British Journal of Dermatology 170 (3), 514-526, 2014 | 229 | 2014 |
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts S Haggenmüller, RC Maron, A Hekler, JS Utikal, C Barata, RL Barnhill, ... European Journal of Cancer 156, 202-216, 2021 | 224 | 2021 |
European consensus-based interdisciplinary guideline for melanoma. Part 1: Diagnostics-Update 2024 C Garbe, T Amaral, K Peris, A Hauschild, P Arenberger, N Basset-Seguin, ... European Journal of cancer, 115152, 2024 | 201 | 2024 |
Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists … HA Haenssle, C Fink, F Toberer, J Winkler, W Stolz, T Deinlein, ... Annals of oncology 31 (1), 137-143, 2020 | 196 | 2020 |
Classifying distinct basal cell carcinoma subtype by means of dermatoscopy and reflectance confocal microscopy C Longo, A Lallas, A Kyrgidis, H Rabinovitz, E Moscarella, S Ciardo, ... Journal of the American Academy of Dermatology 71 (4), 716-724. e1, 2014 | 194 | 2014 |
Dermoscopic patterns of common facial inflammatory skin diseases A Lallas, G Argenziano, Z Apalla, JY Gourhant, P Zaballos, V Di Lernia, ... Journal of the European Academy of Dermatology and Venereology 28 (5), 609-614, 2014 | 189 | 2014 |
Dermoscopy in general dermatology A Lallas, I Zalaudek, G Argenziano, C Longo, E Moscarella, V Di Lernia, ... Dermatologic Clinics 31 (4), 679-694, 2013 | 186 | 2013 |
Accuracy of dermoscopic criteria for discriminating superficial from other subtypes of basal cell carcinoma A Lallas, T Tzellos, A Kyrgidis, Z Apalla, I Zalaudek, A Karatolias, ... Journal of the American Academy of Dermatology 70 (2), 303-311, 2014 | 184 | 2014 |
Atypical Spitz tumours and sentinel lymph node biopsy: a systematic review A Lallas, A Kyrgidis, G Ferrara, H Kittler, Z Apalla, F Castagnetti, C Longo, ... The lancet oncology 15 (4), e178-e183, 2014 | 176 | 2014 |
Botulinum toxin A in postherpetic neuralgia: a parallel, randomized, double-blind, single-dose, placebo-controlled trial Z Apalla, E Sotiriou, A Lallas, E Lazaridou, D Ioannides The Clinical journal of pain 29 (10), 857-864, 2013 | 170 | 2013 |