AIMC Topic: Erythema

Clear Filters Showing 1 to 7 of 7 articles

Allergy Wheal and Erythema Segmentation Using Attention U-Net.

Journal of imaging informatics in medicine Aug 9, 2024
The skin prick test (SPT) is a key tool for identifying sensitized allergens associated with immunoglobulin E-mediated allergic diseases such as asthma, allergic rhinitis, atopic dermatitis, urticaria, angioedema, and anaphylaxis. However, the SPT is...
Sensitivity and Specificity Male Deep Learning Humans Female Hypersensitivity Erythema Image Processing, Computer-Assisted Skin Tests
View on PubMed DOI

Residual facial erythema in atopic dermatitis patients treated with dupilumab stratified by machine learning.

Journal of the European Academy of Dermatology and Venereology : JEADV Feb 26, 2024
BACKGROUND: Persistent facial erythema represents a significant complication in atopic dermatitis (AD) patients undergoing treatment with dupilumab. Stratifying patients based on the erythema course is crucial for elucidating heterogeneous phenotypes...
Leukocyte Count Facial Dermatoses Erythema L-Lactate Dehydrogenase Dermatitis, Atopic Male Middle Aged Antibodies, Monoclonal, Humanized Face Severity of Illness Index Female Young Adult Adult Machine Learning Retrospective Studies Humans
View on PubMed DOI

Developing Low-Cost Mobile Device and Apps for Accurate Skin Spectrum Measurement via Low-Cost Spectrum Sensors and Deep Neural Network Technology.

Sensors (Basel, Switzerland) Nov 15, 2022
In recent years, skin spectral information has been gradually applied in various fields, such as the cosmetics industry and clinical medicine. However, the high price and the huge size of the skin spectrum measurement device make the related applicat...
Technology Skin Erythema Computers, Handheld Humans Neural Networks, Computer
View on PubMed DOI

The mathematics of erythema: Development of machine learning models for artificial intelligence assisted measurement and severity scoring of radiation induced dermatitis.

Computers in biology and medicine Oct 27, 2021
Although significant advancements in computer-aided diagnostics using artificial intelligence (AI) have been made, to date, no viable method for radiation-induced skin reaction (RISR) analysis and classification is available. The objective of this si...
Artificial Intelligence Machine Learning Humans Erythema Mathematics Radiodermatitis
View on PubMed DOI

Facial erythema detects diabetic neuropathy using the fusion of machine learning, random matrix theory and self organized criticality.

Scientific reports Oct 8, 2020
Rubeosis faciei diabeticorum, caused by microangiopathy and characterized by a chronic facial erythema, is associated with diabetic neuropathy. In clinical practice, facial erythema of patients with diabetes is evaluated based on subjective observati...
Diabetic Neuropathies Erythema Machine Learning Female Aged Middle Aged Skin Humans Face Sensitivity and Specificity Male
View on PubMed DOI

Artificial Intelligence Predicts Fitzpatrick Skin Type, Pigmentation, Redness, and Wrinkle Severity From Color Photographs of the Face.

Journal of cosmetic dermatology Apr 1, 2025
BACKGROUND: Due to high patient demand, increasing numbers of non-dermatologists are performing skin assessments and carrying out laser interventions in medical spas, leading to inferior outcomes and higher complications. A machine learning tool that...
Severity of Illness Index Skin Face Male Middle Aged Skin Aging Erythema Hyperpigmentation Skin Pigmentation Photography Neural Networks, Computer Artificial Intelligence Female Humans Machine Learning Adult
View on PubMed DOI

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...
Vasculitis Pruritus Natural Language Processing Sjogren's Syndrome Publishing Cheilitis Periodicals as Topic Software Skin Diseases Systematic Reviews as Topic PubMed Reproducibility of Results Humans Prevalence Erythema Artificial Intelligence
View on PubMed DOI
Popular Topics
Recent Journals