A patient-centric dataset of images and metadata for identifying melanomas using clinical context

V Rotemberg, N Kurtansky, B Betz-Stablein, L Caffery… - Scientific data, 2021 - nature.com
Prior skin image datasets have not addressed patient-level information obtained from
multiple skin lesions from the same patient. Though artificial intelligence classification …

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

P Tschandl, C Rosendahl, H Kittler - Scientific data, 2018 - nature.com
Training of neural networks for automated diagnosis of pigmented skin lesions is hampered
by the small size and lack of diversity of available datasets of dermatoscopic images. We …

The importance of total‐body photography and sequential digital dermatoscopy for monitoring patients at increased melanoma risk

T Deinlein, C Michor… - JDDG: Journal der …, 2020 - Wiley Online Library
Background and objectives The incidence of melanoma is rising and prevention plays an
important role. Multiple nevi as well as a medical history of melanoma are important risk …

Differentiation of combined nevi and melanomas: case‐control study with comparative analysis of dermoscopic features

A Schweizer, C Fink, I Bertlich, F Toberer… - JDDG: Journal der …, 2020 - Wiley Online Library
Background and objectives Combined nevi (CN) show two or more components of major
nevus subtypes and simulate melanomas. We investigated a panel of dermoscopic features …

[HTML][HTML] Sequential digital dermatoscopic imaging of patients with multiple atypical nevi

P Tschandl - Dermatology practical & conceptual, 2018 - ncbi.nlm.nih.gov
Patients with multiple atypical nevi are at higher risk of developing melanoma. Among
different techniques, sequential digital dermatoscopic imaging (SDDI) is a state-of-the art …

Physicians' level of hindrance by body hair in dermatoscopy and clinical benefit of an automated hair removal algorithm

C Fink, L Uhlmann, K Vogt… - JDDG: Journal der …, 2020 - Wiley Online Library
Background and objectives Dermatoscopy may be hindered by body hair, and the
development of an automated hair removal algorithm (AuHRA) might improve the diagnostic …

Reproduction of patterns in melanocytic proliferations by agent-based simulation and geometric modeling

G Schneckenreither, P Tschandl… - PLOS Computational …, 2021 - journals.plos.org
Spatio-temporal patterns of melanocytic proliferations observed in vivo are important for
diagnosis but the mechanisms that produce them are poorly understood. Here we present …

Динамическое наблюдение за меланоцитарными образованиями при помощи дерматоскопии (обзор литературы)

ЮЮ Сергеев, ВЮ Сергеев… - Медицинский …, 2020 - med-alphabet.com
Аннотация Активное динамическое наблюдение за людьми из группы риска по
возникновению меланомы является одним из важнейших профилактических …

Die Bedeutung von Ganzkörperfotografie und sequenzieller digitaler Dermatoskopie bei der Überwachung von Patienten mit erhöhtem Melanomrisiko

T Deinlein, C Michor… - JDDG: Journal der …, 2020 - Wiley Online Library
Zusammenfassung Hintergrund und Ziele Vor dem Hintergrund steigender Inzidenzraten
beim malignen Melanom kommt der Prävention eine entscheidende Bedeutung zu. Wichtige …

Differenzierung von kombinierten Nävi und Melanomen: Fallkontrollstudie mit komparativer Analyse der dermatoskopischen Merkmale

A Schweizer, C Fink, I Bertlich, F Toberer… - JDDG: Journal der …, 2020 - Wiley Online Library
Hintergrund Kombinierte Nävi (KN) zeigen zwei oder mehr Komponenten bestimmter
Nävustypen und stellen klassische Melanomsimulatoren dar. In dieser Studie wurde eine …