AIMC Topic: Skin Tests

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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...
Humans Female Sensitivity and Specificity Skin Tests Hypersensitivity Erythema Deep Learning Image Processing, Computer-Assisted Male
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Predicting Penicillin Allergy: A United States Multicenter Retrospective Study.

The journal of allergy and clinical immunology. In practice Jan 17, 2024
BACKGROUND: Using the reaction history in logistic regression and machine learning (ML) models to predict penicillin allergy has been reported based on non-US data.
Humans Machine Learning Penicillins Female Male Drug Hypersensitivity Aged Middle Aged United States Adult Anti-Bacterial Agents Skin Tests Retrospective Studies Case-Control Studies
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Thermography based skin allergic reaction recognition by convolutional neural networks.

Scientific reports Feb 16, 2022
In this work we present an automated approach to allergy recognition based on neural networks. Allergic reaction classification is an important task in modern medicine. Currently it is done by humans, which has obvious drawbacks, such as subjectivity...
Skin Allergens Datasets as Topic Female Male Hypersensitivity Skin Tests Thermography Humans Neural Networks, Computer
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Skin Sensitization Testing-What's Next?

International journal of molecular sciences Feb 4, 2019
There is an increasing demand for alternative in vitro methods to replace animal testing, and, to succeed, new methods are required to be at least as accurate as existing in vivo tests. However, skin sensitization is a complex process requiring coord...
Hypersensitivity, Immediate Skin Tests Hypersensitivity, Delayed Humans Machine Learning Genomics
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Demographic, Clinical, and Allergic Characteristics of Children with Eosinophilic Esophagitis in Isfahan, Iran.

Iranian journal of allergy, asthma, and immunology Dec 3, 2018
Eosinophilic esophagitis (EoE) is a chronic immune-mediated disease isolated to the esophagus Food allergy is thought to play an important role in the pathophysiology of EOE. The aim of this study is to evaluate demographic features and sensitivity o...
Allergens Skin Tests Prevalence Eosinophilic Esophagitis Eczema Food Asthma Child Adolescent Iran Fish Proteins Sesamum Male Immunoglobulin E Humans Child, Preschool Infant Female
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Probabilistic hazard assessment for skin sensitization potency by dose-response modeling using feature elimination instead of quantitative structure-activity relationships.

Journal of applied toxicology : JAT Jun 5, 2015
Supervised learning methods promise to improve integrated testing strategies (ITS), but must be adjusted to handle high dimensionality and dose-response data. ITS approaches are currently fueled by the increasing mechanistic understanding of adverse ...
Local Lymph Node Assay Hydrocarbons, Brominated Humans Machine Learning Markov Chains Risk Assessment Animal Testing Alternatives Toxicity Tests Algorithms Dose-Response Relationship, Drug Quantitative Structure-Activity Relationship Skin Tests Skin Databases, Factual
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Evaluation of combinations of in vitro sensitization test descriptors for the artificial neural network-based risk assessment model of skin sensitization.

Journal of applied toxicology : JAT Mar 30, 2015
The skin sensitization potential of chemicals has been determined with the use of the murine local lymph node assay (LLNA). However, in recent years public concern about animal welfare has led to a requirement for non-animal risk assessment systems f...
Animal Testing Alternatives Skin Tests Dendritic Cells Humans Sensitivity and Specificity Local Lymph Node Assay Neural Networks, Computer Cell Line Risk Assessment Skin
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