AIMC Topic: Dermatology

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Machine learning for precision dermatology: Advances, opportunities, and outlook.

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

Dermatologic therapy Jul 3, 2020
Pandemics COVID-19 SARS-CoV-2 Dermatology Humans Disease Management Artificial Intelligence Betacoronavirus Pneumonia, Viral Comorbidity Skin Diseases Coronavirus Infections
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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
Canada Health Policy Skin Diseases Humans Artificial Intelligence Diagnostic Errors Dermatology Practice Guidelines as Topic
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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 Datasets as Topic Photography Internship and Residency Dermoscopy Aged Young Adult Adult Male Middle Aged Antifungal Agents Anti-Bacterial Agents Skin Female Humans Feasibility Studies Dermatology Skin Neoplasms Adolescent Glucocorticoids Dermatologists Image Interpretation, Computer-Assisted ROC Curve Deep Learning Skin Diseases Antiviral Agents Clinical Competence
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[The future of AI in dermatology and of dermatology with AI].

Annales de dermatologie et de venereologie Mar 30, 2020
Skin Diseases Dermatology Physician's Role Machine Learning Forecasting Research Skin Neoplasms Deep Learning Robotics Humans Artificial Intelligence
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What is AI? Applications of artificial intelligence to dermatology.

The British journal of dermatology Mar 29, 2020
In the past, the skills required to make an accurate dermatological diagnosis have required exposure to thousands of patients over many years. However, in recent years, artificial intelligence (AI) has made enormous advances, particularly in the area...
Algorithms Dermatology Neural Networks, Computer Artificial Intelligence Humans Machine Learning
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Artificial Intelligence in Dermatology: A Primer.

The Journal of investigative dermatology Mar 27, 2020
Artificial intelligence is becoming increasingly important in dermatology, with studies reporting accuracy matching or exceeding dermatologists for the diagnosis of skin lesions from clinical and dermoscopic images. However, real-world clinical valid...
Skin Skin Diseases Telemedicine Deep Learning Image Processing, Computer-Assisted Dermatology Humans Triage Referral and Consultation
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Artificial intelligence in dermatology: the 'unsupervised' learning.

The British journal of dermatology Mar 11, 2020
Humans Artificial Intelligence Dermatology
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Attitudes towards artificial intelligence within dermatology: an international online survey.

The British journal of dermatology Feb 12, 2020
Humans Artificial Intelligence Surveys and Questionnaires Dermatology Attitude
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Deep Learning and Mathematical Models in Dermatology.

Actas dermo-sifiliograficas Jan 3, 2020
Models, Theoretical Humans Skin Diseases Machine Learning Deep Learning Dermatology
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