AIMC Topic: Acne Vulgaris

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Prediction of Patient Visits for Skin Diseases through Enhanced Evolutionary Computation and Ensemble Learning.

Journal of medical systems Apr 23, 2025
Skin diseases are an important global public health issue, causing significant health and psychological burdens. Predicting dermatology outpatient visits is essential for optimizing hospital resources and improving diagnosis and treatment methods. Ba...
Humans China Skin Diseases Acne Vulgaris Ensemble Learning Neural Networks, Computer Machine Learning Algorithms
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Novel antimicrobial peptides against Cutibacterium acnes designed by deep learning.

Scientific reports Feb 24, 2024
The increasing prevalence of antibiotic resistance in Cutibacterium acnes (C. acnes) requires the search for alternative therapeutic strategies. Antimicrobial peptides (AMPs) offer a promising avenue for the development of new treatments targeting C....
Antimicrobial Peptides Propionibacterium acnes Phylogeny Anti-Bacterial Agents Deep Learning Anti-Infective Agents Acne Vulgaris Humans
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Acne Detection by Ensemble Neural Networks.

Sensors (Basel, Switzerland) Sep 9, 2022
Acne detection, utilizing prior knowledge to diagnose acne severity, number or position through facial images, plays a very important role in medical diagnoses and treatment for patients with skin problems. Recently, deep learning algorithms were int...
Neural Networks, Computer Humans Algorithms Acne Vulgaris Face
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AcneGrader: An ensemble pruning of the deep learning base models to grade acne.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) May 31, 2022
BACKGROUND: Acne is one of the most common skin lesions in adolescents. Some severe or inflammatory acne leads to scars, which may have major impacts on patients' quality of life or even job prospects. Grading acne plays an important role in diagnosi...
Humans Adolescent Acne Vulgaris Algorithms Quality of Life Deep Learning
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Artificial intelligence for grading in acne vulgaris: current situation and prospect.

Journal of cosmetic dermatology Dec 2, 2021
Artificial Intelligence Skin Acne Vulgaris Humans
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Metagenomic Sequencing Analysis for Acne Using Machine Learning Methods Adapted to Single or Multiple Data.

Computational and mathematical methods in medicine Nov 13, 2021
The human health status can be assessed by the means of research and analysis of the human microbiome. Acne is a common skin disease whose morbidity increases year by year. The lipids which influence acne to a large extent are studied by metagenomic ...
Acne Vulgaris Metagenome Canonical Correlation Analysis Lipids Principal Component Analysis Skin Microbiota Machine Learning Metagenomics Case-Control Studies Face Computational Biology Humans
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A smart LED therapy device with an automatic facial acne vulgaris diagnosis based on deep learning and internet of things application.

Computers in biology and medicine Jun 26, 2021
In low-level laser therapy, providing an optimal dosage and proposing a proper diagnosis before dermatological treatment are essential to reduce the side effects and potential dangers. In this article, a smart LED therapy system for automatic facial ...
Humans Research Design Deep Learning Internet of Things Acne Vulgaris
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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 Deep Learning Indians, North American Psoriasis Skin Diseases Humans Hispanic or Latino Diagnosis, Differential Female Dermatologists Melanoma Adult Eczema Skin Neoplasms Male Alaska Natives Acne Vulgaris Middle Aged Carcinoma, Basal Cell Telemedicine Native Hawaiian or Pacific Islander Asian Keratosis, Seborrheic Photography Carcinoma, Squamous Cell White People Black or African American Warts Nurse Practitioners Physicians, Primary Care
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Automated grading of acne vulgaris by deep learning with convolutional neural networks.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Sep 29, 2019
BACKGROUND: The visual assessment and severity grading of acne vulgaris by physicians can be subjective, resulting in inter- and intra-observer variability.
Face Deep Learning Humans Acne Vulgaris Skin Neural Networks, Computer Photography Image Interpretation, Computer-Assisted Algorithms
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Development and accuracy of an artificial intelligence algorithm for acne grading from smartphone photographs.

Experimental dermatology Sep 9, 2019
We developed an artificial intelligence algorithm (AIA) for smartphones to determine the severity of facial acne using the GEA scale and to identify different types of acne lesion (comedonal, inflammatory) and postinflammatory hyperpigmentation (PIHP...
Middle Aged Humans Severity of Illness Index Artificial Intelligence Adolescent Young Adult Acne Vulgaris Female Child Adult Smartphone Male Mobile Applications
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