Skin lesions of face and scalp – Classification by a market-approved convolutional neural network in comparison with 64 dermatologists

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 working under less artificial conditions

(2020) H.A. Haenssle et al.   ANNALS OF ONCOLOGY

Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study

(2019) Philipp Tschandl et al.   LANCET ONCOLOGY

Assessment of Deep Learning Using Nonimaging Information and Sequential Medical Records to Develop a Prediction Model for Nonmelanoma Skin Cancer

(2019) Hsiao-Han Wang et al.   JAMA Dermatology

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

(2019) C. Fink et al.   JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY

Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

(2018) H A Haenssle et al.   ANNALS OF ONCOLOGY

Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images

(2018) Michael A. Marchetti et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Acral melanoma detection using a convolutional neural network for dermoscopy images

(2018) Chanki Yu et al.   PLoS One

Methodologic Guide for Evaluating Clinical Performance and Effect of Artificial Intelligence Technology for Medical Diagnosis and Prediction

(2018) Seong Ho Park et al.   RADIOLOGY

Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks

(2018) Philipp Tschandl et al.   JAMA Dermatology

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Teledermatology for the Diagnosis and Management of Skin Cancer

(2017) Anna Finnane et al.   JAMA Dermatology

Dermoscopic clues to differentiate facial lentigo maligna from pigmented actinic keratosis

(2016) A. Lallas et al.   BRITISH JOURNAL OF DERMATOLOGY

Dermatoscopy of flat pigmented facial lesions

(2014) P. Tschandl et al.   JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY

Basic histological structure and functions of facial skin

(2013) Oktay Arda et al.   CLINICS IN DERMATOLOGY

Pigmented solar (actinic) keratosis: An underrecognized collision lesion

(2012) Hye Jin Chung et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Dermatoscopy of flat pigmented facial lesions: diagnostic challenge between pigmented actinic keratosis and lentigo maligna

(2010) B.N. Akay et al.   BRITISH JOURNAL OF DERMATOLOGY

Key points in dermoscopic differentiation between lentigo maligna and solar lentigo

(2010) Masaru TANAKA et al.   JOURNAL OF DERMATOLOGY