DermX: An end-to-end framework for explainable automated dermatological diagnosis

Development and Assessment of an Artificial Intelligence–Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices

(2021) Ayush Jain et al.   JAMA Network Open

Augmented Intelligence Dermatology: Deep Neural Networks Empower Medical Professionals in Diagnosing Skin Cancer and Predicting Treatment Options for 134 Skin Disorders

(2020) Seung Seog Han et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Explainable skin lesion diagnosis using taxonomies

(2020) Catarina Barata et al.   PATTERN RECOGNITION

Human–computer collaboration for skin cancer recognition

(2020) Philipp Tschandl et al.   NATURE MEDICINE

Attention Residual Learning for Skin Lesion Classification

(2019) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Key challenges for delivering clinical impact with artificial intelligence

(2019) Christopher J. Kelly et al.   BMC Medicine

Systematic review of machine learning for diagnosis and prognosis in dermatology

(2019) Kenneth Thomsen et al.   JOURNAL OF DERMATOLOGICAL TREATMENT

Comparison of Dermatologist Density Between Urban and Rural Counties in the United States

(2018) Hao Feng et al.   JAMA Dermatology

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

(2018) Philipp Tschandl et al.   Scientific Data

Automated detection of erythema migrans and other confounding skin lesions via deep learning

(2018) Philippe M. Burlina et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The burden of skin disease in the United States

(2017) Henry W. Lim et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Global Skin Disease Morbidity and Mortality

(2017) Chante Karimkhani et al.   JAMA Dermatology

The 2016 International League of Dermatological Societies' revised glossary for the description of cutaneous lesions

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

The Global Burden of Skin Disease in 2010: An Analysis of the Prevalence and Impact of Skin Conditions

(2013) Roderick J. Hay et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY