AIMC Topic: Psoriasis

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Deep Learning Application for Effective Classification of Different Types of Psoriasis.

Journal of healthcare engineering Jan 15, 2022
Psoriasis is a chronic inflammatory skin disorder mediated by the immune response that affects a large number of people. According to latest worldwide statistics, 125 million individuals are suffering from psoriasis. Deep learning techniques have dem...
Algorithms Deep Learning Psoriasis Skin Humans Neural Networks, Computer
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Blood-Based Immune Profiling Combined with Machine Learning Discriminates Psoriatic Arthritis from Psoriasis Patients.

International journal of molecular sciences Oct 12, 2021
Psoriasis (Pso) is a chronic inflammatory skin disease, and up to 30% of Pso patients develop psoriatic arthritis (PsA), which can lead to irreversible joint damage. Early detection of PsA in Pso patients is crucial for timely treatment but difficult...
Humans Machine Learning Area Under Curve Phenotype Discriminant Analysis Female T-Lymphocytes, Regulatory B-Lymphocyte Subsets Aged T-Lymphocyte Subsets Receptors, Chemokine Adult Monocytes Middle Aged Psoriasis ROC Curve Diagnosis, Differential Arthritis, Psoriatic
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Can artificial intelligence be used for accurate remote scoring of the Psoriasis Area and Severity Index in adult patients with plaque psoriasis?

The British journal of dermatology Sep 28, 2021
Artificial Intelligence Adult Severity of Illness Index Psoriasis Humans
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Deep learning approach to skin layers segmentation in inflammatory dermatoses.

Ultrasonics Mar 21, 2021
Monitoring skin layers with medical imaging is critical to diagnosing and treating patients with chronic inflammatory skin diseases. The high-frequency ultrasound (HFUS) makes it possible to monitor skin condition in different dermatoses. Accurate an...
Image Processing, Computer-Assisted Psoriasis Datasets as Topic Dermatitis, Atopic Humans Deep Learning Ultrasonography
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Accurate surface ultraviolet radiation forecasting for clinical applications with deep neural network.

Scientific reports Mar 3, 2021
Exposure to appropriate doses of UV radiation provides enormously health and medical treatment benefits including psoriasis. Typical hospital-based phototherapy cabinets contain a bunch of artificial lamps, either broad-band (main emission spectrum 2...
Ultraviolet Rays Datasets as Topic Radiation Dosage Radiometry Humans Deep Learning Psoriasis Benchmarking Sunlight Heliotherapy Ultraviolet Therapy
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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...
Folliculitis Eczema Acne Vulgaris Asian Photography Nurse Practitioners Keratosis, Seborrheic Warts Dermatitis, Seborrheic Physicians, Primary Care Alaska Natives Native Hawaiian or Pacific Islander Black or African American Skin Diseases Adult Hispanic or Latino Male Telemedicine Middle Aged White People Deep Learning Indians, North American Melanoma Psoriasis Humans Skin Neoplasms Diagnosis, Differential Female Carcinoma, Basal Cell Dermatologists Carcinoma, Squamous Cell
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Observer-independent assessment of psoriasis-affected area using machine learning.

Journal of the European Academy of Dermatology and Venereology : JEADV Jan 23, 2020
BACKGROUND: Assessment of psoriasis severity is strongly observer-dependent, and objective assessment tools are largely missing. The increasing number of patients receiving highly expensive therapies that are reimbursed only for moderate-to-severe ps...
Aged Aged, 80 and over Young Adult Adult Middle Aged Severity of Illness Index Adolescent Psoriasis Neural Networks, Computer Machine Learning Retrospective Studies Reproducibility of Results Humans Observer Variation Photography
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Application of machine learning to determine top predictors of noncalcified coronary burden in psoriasis: An observational cohort study.

Journal of the American Academy of Dermatology Oct 31, 2019
BACKGROUND: Psoriasis is associated with elevated risk of heart attack and increased accumulation of subclinical noncalcified coronary burden by coronary computed tomography angiography (CCTA). Machine learning algorithms have been shown to effective...
Middle Aged Female Risk Assessment Coronary Vessels Humans Risk Factors Comorbidity Machine Learning Adult Psoriasis Inflammation Prospective Studies Male Obesity Tomography, X-Ray Computed Coronary Artery Disease Dyslipidemias
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Smart identification of psoriasis by images using convolutional neural networks: a case study in China.

Journal of the European Academy of Dermatology and Venereology : JEADV Oct 17, 2019
BACKGROUND: Psoriasis is a chronic inflammatory skin disease, which holds a high incidence in China. However, professional dermatologists who can diagnose psoriasis early and correctly are insufficient in China, especially in the rural areas. A smart...
China Humans Neural Networks, Computer Psoriasis Prospective Studies Photography
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Natural language processing of Reddit data to evaluate dermatology patient experiences and therapeutics.

Journal of the American Academy of Dermatology Jul 12, 2019
BACKGROUND: There is a lack of research studying patient-generated data on Reddit, one of the world's most popular forums with active users interested in dermatology. Techniques within natural language processing, a field of artificial intelligence, ...
Dermatology Psoriasis Humans Patient Outcome Assessment Social Media Software Acne Vulgaris Natural Language Processing Reproducibility of Results Sunbathing Feasibility Studies Cluster Analysis
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