AIMC Topic: Eczema

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Machine learning-derived asthma and allergy trajectories in children: a systematic review and meta-analysis.

European respiratory review : an official journal of the European Respiratory Society Jan 8, 2025
INTRODUCTION: Numerous studies have characterised trajectories of asthma and allergy in children using machine learning, but with different techniques and mixed findings. The present work aimed to summarise the evidence and critically appraise the me...
Disease Progression Diagnosis, Computer-Assisted Adolescent Child, Preschool Male Risk Assessment Infant Age of Onset Eczema Hypersensitivity Respiratory Sounds Child Age Factors Predictive Value of Tests Humans Machine Learning Risk Factors Asthma Prognosis Female
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Enhanced Deep Learning Approach for Accurate Eczema and Psoriasis Skin Detection.

Sensors (Basel, Switzerland) Aug 21, 2023
This study presents an enhanced deep learning approach for the accurate detection of eczema and psoriasis skin conditions. Eczema and psoriasis are significant public health concerns that profoundly impact individuals' quality of life. Early detectio...
Humans Quality of Life Deep Learning Psoriasis Skin Eczema
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Personalized prediction of early childhood asthma persistence: A machine learning approach.

PloS one Mar 1, 2021
Early childhood asthma diagnosis is common; however, many children diagnosed before age 5 experience symptom resolution and it remains difficult to identify individuals whose symptoms will persist. Our objective was to develop machine learning models...
Eczema Child, Preschool Rhinitis, Allergic Probability Humans Electronic Health Records Asthma Machine Learning Prognosis
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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...
Dermatitis, Seborrheic Folliculitis Nurse Practitioners Keratosis, Seborrheic Warts Acne Vulgaris Asian Photography Melanoma Skin Neoplasms Carcinoma, Basal Cell Male Middle Aged Carcinoma, Squamous Cell Adult Humans Female Telemedicine White People Physicians, Primary Care Black or African American Eczema Alaska Natives Native Hawaiian or Pacific Islander Diagnosis, Differential Dermatologists Deep Learning Skin Diseases Indians, North American Hispanic or Latino Psoriasis
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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...
Fish Proteins Adolescent Male Humans Skin Tests Food Infant Iran Female Child, Preschool Immunoglobulin E Sesamum Prevalence Allergens Asthma Child Eosinophilic Esophagitis Eczema
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Use of a Robotic Sampler (PIPER) for Evaluation of Particulate Matter Exposure and Eczema in Preschoolers.

International journal of environmental research and public health Feb 19, 2016
While the association of eczema with asthma is well recognized, little research has focused on the potential role of inhalable exposures and eczema. While indoor air quality is important in the development of respiratory disease as children in the U....
Dermatitis, Atopic Respiratory Sounds Particulate Matter Inhalation Exposure Eczema Child, Preschool Humans Asthma Environmental Monitoring Female Male Robotics Infant Air Pollution, Indoor
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Visual In-Context Learning for Few-Shot Eczema Segmentation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Automated diagnosis of eczema from digital camera images is crucial for applications that allow patients to self-monitor their recovery. An important component of this is the segmentation of eczema region from such images. Current methods for eczema ...
Eczema Machine Learning Algorithms Deep Learning Humans Image Processing, Computer-Assisted Neural Networks, Computer
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From eczema to anxiety: How artificial intelligence  shapes parental perspectives.

Pediatric dermatology Jan 1, 2023
Humans Artificial Intelligence Anxiety Parents Eczema
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