Philipp Tschandl
Philipp Tschandl
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The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions
P Tschandl, C Rosendahl, H Kittler
Scientific Data 5, 180161, 2018
Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the international skin imaging collaboration (isic)
N Codella, V Rotemberg, P Tschandl, ME Celebi, S Dusza, D Gutman, ...
arXiv preprint arXiv:1902.03368, 2019
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
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
A patient-centric dataset of images and metadata for identifying melanomas using clinical context
V Rotemberg, N Kurtansky, B Betz-Stablein, L Caffery, E Chousakos, ...
Scientific data 8 (1), 34, 2021
Standardization of terminology in dermoscopy/dermatoscopy: Results of the third consensus conference of the International Society of Dermoscopy
H Kittler, AA Marghoob, G Argenziano, C Carrera, C Curiel-Lewandrowski, ...
Journal of the American Academy of Dermatology 74 (6), 1093-1106, 2016
Diagnostic accuracy of dermatoscopy for melanocytic and nonmelanocytic pigmented lesions
C Rosendahl, P Tschandl, A Cameron, H Kittler
Journal of the American academy of dermatology 64 (6), 1068-1073, 2011
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
Multimodal skin lesion classification using deep learning
J Yap, W Yolland, P Tschandl
Experimental dermatology 27 (11), 1261-1267, 2018
Dermoscopy of squamous cell carcinoma and keratoacanthoma
C Rosendahl, A Cameron, G Argenziano, I Zalaudek, P Tschandl, H Kittler
Archives of dermatology 148 (12), 1386-1392, 2012
Accuracy in melanoma detection: a 10-year multicenter survey
G Argenziano, L Cerroni, I Zalaudek, S Staibano, R Hofmann-Wellenhof, ...
Journal of the American Academy of Dermatology 67 (1), 54-59. e1, 2012
Dermatoscopy of pigmented Bowen's disease
A Cameron, C Rosendahl, P Tschandl, E Riedl, H Kittler
Journal of the American Academy of Dermatology 62 (4), 597-604, 2010
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
Standardization of dermoscopic terminology and basic dermoscopic parameters to evaluate in general dermatology (non‐neoplastic dermatoses): an expert consensus on behalf of the …
E Errichetti, I Zalaudek, H Kittler, Z Apalla, G Argenziano, R Bakos, A Blum, ...
British Journal of Dermatology 182 (2), 454-467, 2020
Domain-specific classification-pretrained fully convolutional network encoders for skin lesion segmentation
P Tschandl, C Sinz, H Kittler
Computers in biology and medicine 104, 111-116, 2019
Update on dermoscopy of Spitz/Reed naevi and management guidelines by the International Dermoscopy Society
A Lallas, Z Apalla, D Ioannides, E Lazaridou, A Kyrgidis, P Broganelli, ...
British Journal of Dermatology 177 (3), 645-655, 2017
Accuracy of dermatoscopy for the diagnosis of nonpigmented cancers of the skin
C Sinz, P Tschandl, C Rosendahl, BN Akay, G Argenziano, A Blum, ...
Journal of the American Academy of Dermatology 77 (6), 1100-1109, 2017
Dermatoscopy of neoplastic skin lesions: recent advances, updates, and revisions
P Weber, P Tschandl, C Sinz, H Kittler
Current treatment options in oncology 19, 1-17, 2018
Dermatoscopy: an algorithmic method based on pattern analysis
H Kittler, C Rosendahl, A Cameron, P Tschandl
facultas, 2016
The BRAAFF checklist: a new dermoscopic algorithm for diagnosing acral melanoma
A Lallas, A Kyrgidis, H Koga, E Moscarella, P Tschandl, Z Apalla, ...
British Journal of Dermatology 173 (4), 1041-1049, 2015
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