A Novel Convolutional Neural Network for the Diagnosis and Classification of Rosacea: Usability Study

Epidemiological features of rosacea in Changsha, China: A population‐based, cross‐sectional study

(2020) Jinglin Li et al.   JOURNAL OF DERMATOLOGY

Artificial Intelligence–Based Traditional Chinese Medicine Assistive Diagnostic System: Validation Study

(2020) Hong Zhang et al.   JMIR Medical Informatics

Role of Artificial Intelligence in Patient Safety Outcomes: Systematic Literature Review

(2020) Avishek Choudhury et al.   JMIR Medical Informatics

Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark

(2019) Titus J. Brinker et al.   EUROPEAN JOURNAL OF CANCER

Data augmentation in dermatology image recognition using machine learning

(2019) st Lt. Pushkar Aggarwal   SKIN RESEARCH AND TECHNOLOGY

Artificial Intelligence in Dermatology—Where We Are and the Way to the Future: A Review

(2019) Daniel T. Hogarty et al.   AMERICAN JOURNAL OF CLINICAL DERMATOLOGY

Pathologist-level classification of histopathological melanoma images with deep neural networks

(2019) Achim Hekler et al.   EUROPEAN JOURNAL OF CANCER

Recommendations for rosacea diagnosis, classification and management: Update from the global ROSacea COnsensus (ROSCO) 2019 panel

(2019) M. Schaller et al.   BRITISH JOURNAL OF DERMATOLOGY

Systematic review of machine learning for diagnosis and prognosis in dermatology

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

Ros‐NET: A deep convolutional neural network for automatic identification of rosacea lesions

(2019) Hamidullah Binol et al.   SKIN RESEARCH AND TECHNOLOGY

Artificial Intelligence in Medical Practice: The Question to the Answer?

(2018) D. Douglas Miller et al.   AMERICAN JOURNAL OF MEDICINE

Deep learning-based, computer-aided classifier developed with a small dataset of clinical images surpasses board-certified dermatologists in skin tumor diagnosis

(2018) Y. Fujisawa et al.   BRITISH JOURNAL OF DERMATOLOGY

The application of machine learning techniques in the clinical drug therapy

(2018) Huan-Yu Meng et al.   Current Computer-Aided Drug Design

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

Standard classification and pathophysiology of rosacea: The 2017 update by the National Rosacea Society Expert Committee

(2018) Richard L. Gallo 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

Skin Lesion Analysis towards Melanoma Detection Using Deep Learning Network

(2018) Yuexiang Li et al.   SENSORS

Skin Cancer Classification using Convolutional Neural Networks: Systematic Review (Preprint)

(2018) Titus Josef Brinker et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Machine learning-based quantitative texture analysis of CT images of small renal masses: Differentiation of angiomyolipoma without visible fat from renal cell carcinoma

(2017) Zhichao Feng et al.   EUROPEAN RADIOLOGY

Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

(2017) Lei Bi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Melanoma Classification on Dermoscopy Images Using a Neural Network Ensemble Model

(2017) Fengying Xie et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Biopsy-Free Prediction of Pathologic Type of Primary Nephrotic Syndrome Using a Machine Learning Algorithm

(2017) Cuifang Li et al.   KIDNEY & BLOOD PRESSURE RESEARCH

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

An observational descriptive survey of rosacea in the Chinese population: clinical features based on the affected locations

(2017) Hong-fu Xie et al.   PeerJ

Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: A first comparative study of its kind

(2016) Vimal K. Shrivastava et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Novel Approaches for Diagnosing Melanoma Skin Lesions Through Supervised and Deep Learning Algorithms

(2016) J. Premaladha et al.   JOURNAL OF MEDICAL SYSTEMS

Health-related Quality of Life in Patients with Cutaneous Rosacea: A Systematic Review

(2015) M Linden et al.   ACTA DERMATO-VENEREOLOGICA

Four-Class Classification of Skin Lesions With Task Decomposition Strategy

(2015) Kouhei Shimizu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Fuzzy logic color detection: Blue areas in melanoma dermoscopy images

(2014) Mounika Lingala et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Automatic Segmentation of Scaling in 2-D Psoriasis Skin Images

(2012) J. Lu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Development and evaluation of an automatic acne lesion detection program using digital image processing

(2012) Seonguk Min et al.   SKIN RESEARCH AND TECHNOLOGY