AIMC Topic: Skin Diseases

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Evaluation of the Diagnostic Accuracy of an Online Artificial Intelligence Application for Skin Disease Diagnosis.

Acta dermato-venereologica Sep 16, 2020
Artificial intelligence (AI) algorithms for automated classification of skin diseases are available to the consumer market. Studies of their diagnostic accuracy are rare. We assessed the diagnostic accuracy of an open-access AI application (Skin Imag...
Humans Artificial Intelligence Algorithms Diagnosis, Differential Skin Diseases
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Development and validation of two artificial intelligence models for diagnosing benign, pigmented facial skin lesions.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Aug 8, 2020
OBJECTIVE: This study used deep learning for diagnosing common, benign hyperpigmentation.
Humans Neural Networks, Computer Artificial Intelligence Deep Learning Skin Skin Diseases
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Improved patient satisfaction and diagnostic accuracy in skin diseases with a Visual Clinical Decision Support System-A feasibility study with general practitioners.

PloS one Jul 29, 2020
Patient satisfaction is an important indicator of health care quality, and it remains an important goal for optimal treatment outcomes to reduce the level of misdiagnoses and inappropriate or absent therapeutic actions. Digital support tools for diff...
Skin Diseases Patient Satisfaction Male Humans General Practitioners Female Patient Compliance Middle Aged Adult Referral and Consultation Decision Support Systems, Clinical Diagnostic Errors Expert Systems Feasibility Studies
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Machine learning for precision dermatology: Advances, opportunities, and outlook.

Journal of the American Academy of Dermatology Jul 6, 2020
Humans Dermatology Photography Image Processing, Computer-Assisted Machine Learning Genomics Precision Medicine Skin Gene Expression Profiling Skin Diseases Big Data
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Artificial intelligence in diagnosis and management of COVID-19 in dermatology.

Dermatologic therapy Jul 3, 2020
Betacoronavirus Pneumonia, Viral Skin Diseases Coronavirus Infections Dermatology Disease Management Pandemics Humans COVID-19 Artificial Intelligence SARS-CoV-2 Comorbidity
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A deep learning system for differential diagnosis of skin diseases.

Nature medicine May 18, 2020
Skin conditions affect 1.9 billion people. Because of a shortage of dermatologists, most cases are seen instead by general practitioners with lower diagnostic accuracy. We present a deep learning system (DLS) to provide a differential diagnosis of sk...
Alaska Natives Native Hawaiian or Pacific Islander Black or African American Eczema Hispanic or Latino Telemedicine White People Physicians, Primary Care Keratosis, Seborrheic Warts Dermatitis, Seborrheic Folliculitis Acne Vulgaris Asian Photography Nurse Practitioners Male Middle Aged Deep Learning Indians, North American Psoriasis Diagnosis, Differential Dermatologists Skin Diseases Humans Female Skin Neoplasms Melanoma Carcinoma, Basal Cell Carcinoma, Squamous Cell Adult
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Simplification of neural networks for skin lesion image segmentation using color channel pruning.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society May 8, 2020
Automatic analysis of skin abnormality is an effective way for medical experts to facilitate diagnosis procedures and improve their capabilities. Efficient and accurate methods for analysis of the skin abnormalities such as convolutional neural netwo...
Skin Diseases Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Dermoscopy Color
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The Need for a National Strategy on Artificial Intelligence in Canadian Dermatology.

Journal of cutaneous medicine and surgery May 4, 2020
Practice Guidelines as Topic Humans Artificial Intelligence Health Policy Diagnostic Errors Skin Diseases Canada Dermatology
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Augmented Intelligence Dermatology: Deep Neural Networks Empower Medical Professionals in Diagnosing Skin Cancer and Predicting Treatment Options for 134 Skin Disorders.

The Journal of investigative dermatology Mar 31, 2020
Although deep learning algorithms have demonstrated expert-level performance, previous efforts were mostly binary classifications of limited disorders. We trained an algorithm with 220,680 images of 174 disorders and validated it using Edinburgh (1,3...
Drug Therapy, Computer-Assisted Young Adult Adult Male Image Interpretation, Computer-Assisted Feasibility Studies Middle Aged Datasets as Topic Dermatologists Female Photography Humans Skin Diseases ROC Curve Skin Neoplasms Anti-Bacterial Agents Internship and Residency Dermatology Glucocorticoids Antiviral Agents Dermoscopy Deep Learning Antifungal Agents Aged Clinical Competence Skin Adolescent
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[The future of AI in dermatology and of dermatology with AI].

Annales de dermatologie et de venereologie Mar 30, 2020
Humans Artificial Intelligence Machine Learning Forecasting Research Skin Neoplasms Deep Learning Robotics Skin Diseases Dermatology Physician's Role
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