AIMC Topic: Skin Diseases

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Evaluation of diagnosis diversity in artificial intelligence datasets: a scoping review.

The British journal of dermatology Feb 10, 2023
Humans Artificial Intelligence Skin Diseases
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Extravasation Screening and Severity Prediction from Skin Lesion Image using Deep Neural Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
Extravasation occurs secondary to the leakage of medication from blood vessels into the surrounding tissue during intravenous administration resulting in significant soft tissue injury and necrosis. If treatment is delayed, invasive management such a...
Skin Diseases Humans Neural Networks, Computer Sensitivity and Specificity Skin Research
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Suspicious Skin Lesion Detection in Wide-Field Body Images using Deep Learning Outlier Detection.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
During consultation dermatologists have to address hundreds of lesions in a limited amount of time. They will not only evaluate the single lesion of interest but more importantly the context of it. Visually comparing the similarity of the majority of...
Algorithms Deep Learning Body Image Humans Skin Diseases Referral and Consultation
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Adversarial attack on deep learning-based dermatoscopic image recognition systems: Risk of misdiagnosis due to undetectable image perturbations.

Medicine Dec 11, 2020
Deep learning algorithms have shown excellent performances in the field of medical image recognition, and practical applications have been made in several medical domains. Little is known about the feasibility and impact of an undetectable adversaria...
Neural Networks, Computer Algorithms Reproducibility of Results Humans Diagnostic Errors Deep Learning Models, Statistical Risk Factors Sensitivity and Specificity Image Interpretation, Computer-Assisted Skin Datasets as Topic Skin Diseases
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[Role of artificial intelligence in assessing the extent and progression of dermatoses].

Der Hautarzt; Zeitschrift fur Dermatologie, Venerologie, und verwandte Gebiete Sep 1, 2020
BACKGROUND: In recent years, many medical specialties with a visual focus have been revolutionized by image analysis algorithms using artificial intelligence (AI). As dermatology belongs to this field, it has the potential to play a pioneering role i...
Skin Diseases Humans Neural Networks, Computer Machine Learning Deep Learning Artificial Intelligence
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Can artificial intelligence replace manual search for systematic literature? Review on cutaneous manifestations in primary Sjögren's syndrome.

Rheumatology (Oxford, England) Apr 1, 2020
OBJECTIVES: Manual systematic literature reviews are becoming increasingly challenging due to the sharp rise in publications. The primary objective of this literature review was to compare manual and computer software using artificial intelligence re...
Humans Artificial Intelligence Cheilitis Erythema Systematic Reviews as Topic Vasculitis Publishing Sjogren's Syndrome Skin Diseases Prevalence Periodicals as Topic PubMed Software Pruritus Reproducibility of Results Natural Language Processing
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Research Techniques Made Simple: Deep Learning for the Classification of Dermatological Images.

The Journal of investigative dermatology Mar 1, 2020
Deep learning is a branch of artificial intelligence that uses computational networks inspired by the human brain to extract patterns from raw data. Development and application of deep learning methods for image analysis, including classification, se...
Image Processing, Computer-Assisted Skin Skin Diseases Research Design Deep Learning Humans
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Artificial Intelligence in Dermatology-Where We Are and the Way to the Future: A Review.

American journal of clinical dermatology Feb 1, 2020
Although artificial intelligence has been available for some time, it has garnered significant interest recently and has been popularized by major companies with its applications in image identification, speech recognition and problem solving. Artifi...
Dermatology Artificial Intelligence Patient Care Humans Skin Diseases
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Skin Disease Classification using Neural Network.

Current medical imaging Jan 1, 2020
BACKGROUND: In this study, a novel and fully automatic skin disease classification approach is proposed using statistical feature extraction and Artificial Neural Network (ANN) based classification using first and second order statistical moments, th...
Skin Pigmentation Image Processing, Computer-Assisted Humans Photography Skin Diseases Neural Networks, Computer
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Is artificial intelligence going to replace dermatologists?

Cutis Jan 1, 2020
The use of computers or machines in medicine dates back to the 1960s. Deep learning software programming is a subset of artificial intelligence (AI) based on the ability of a machine to learn from data and adaptively change. Deep learning is creating...
Dermatologists Skin Diseases Algorithms Dermatology Artificial Intelligence Humans Deep Learning Software
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