AIMC Topic: Psoriasis

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Integrated bioinformatics combined with machine learning to analyze shared biomarkers and pathways in psoriasis and cervical squamous cell carcinoma.

Frontiers in immunology May 28, 2024
BACKGROUND: Psoriasis extends beyond its dermatological inflammatory manifestations, encompassing systemic inflammation. Existing studies have indicated a potential risk of cervical cancer among patients with psoriasis, suggesting a potential mechani...
MicroRNAs HeLa Cells Databases, Genetic Psoriasis Computational Biology Humans Gene Expression Regulation, Neoplastic Biomarkers, Tumor Machine Learning Signal Transduction Uterine Cervical Neoplasms Transcriptome Female Gene Expression Profiling Protein Interaction Maps Carcinoma, Squamous Cell Gene Regulatory Networks
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Deciphering the Genetic Links between Psychological Stress, Autophagy, and Dermatological Health: Insights from Bioinformatics, Single-Cell Analysis, and Machine Learning in Psoriasis and Anxiety Disorders.

International journal of molecular sciences May 15, 2024
The relationship between psychological stress, altered skin immunity, and autophagy-related genes (ATGs) is currently unclear. Psoriasis is a chronic skin inflammation of unclear etiology that is characterized by persistence and recurrence. Immune dy...
Anxiety Disorders Gene Expression Profiling Stress, Psychological Humans Machine Learning Psoriasis Single-Cell Analysis Autophagy Gene Regulatory Networks Skin Computational Biology
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Discovery of biomarkers in the psoriasis through machine learning and dynamic immune infiltration in three types of skin lesions.

Frontiers in immunology May 13, 2024
INTRODUCTION: Psoriasis is a chronic skin disease characterized by unique scaling plaques. However, during the acute phase, psoriatic lesions exhibit eczematous changes, making them difficult to distinguish from atopic dermatitis, which poses challen...
Machine Learning Biomarkers Gene Expression Profiling Transcriptome Databases, Genetic Psoriasis Humans Oncogene Proteins Cyclin E Skin Matrix Metalloproteinase 9 Dermatitis, Atopic
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Efficient diagnosis of psoriasis and lichen planus cutaneous diseases using deep learning approach.

Scientific reports Apr 27, 2024
The tendency of skin diseases to manifest in a unique and yet similar appearance, absence of enough competent dermatologists, and urgency of diagnosis and classification on time and accurately, makes the need of machine aided diagnosis blatant. This ...
Humans Neural Networks, Computer Diagnosis, Computer-Assisted Deep Learning Psoriasis Algorithms Female Male Lichen Planus
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Human-multimodal deep learning collaboration in 'precise' diagnosis of lupus erythematosus subtypes and similar skin diseases.

Journal of the European Academy of Dermatology and Venereology : JEADV Apr 15, 2024
BACKGROUND: Lupus erythematosus (LE) is a spectrum of autoimmune diseases. Due to the complexity of cutaneous LE (CLE), clinical skin image-based artificial intelligence is still experiencing difficulties in distinguishing subtypes of LE.
Lupus Erythematosus, Cutaneous Deep Learning China Psoriasis Adult Vitiligo Humans Male Diagnosis, Differential Female Middle Aged Skin Diseases
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Tree-Based Machine Learning to Identify Predictors of Psoriasis Incidence at the Neighborhood Level: A Populational Study from Quebec, Canada.

American journal of clinical dermatology Mar 18, 2024
BACKGROUND: Psoriasis is a major global health burden affecting ~ 60 million people worldwide. Existing studies on psoriasis focused on individual-level health behaviors (e.g. diet, alcohol consumption, smoking, exercise) and characteristics as drive...
Quebec Male Middle Aged Incidence Socioeconomic Factors Aged Residence Characteristics Young Adult Female Psoriasis Adult Risk Factors Humans Machine Learning
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Machine Learning Applications in Psoriasis Treatment: A Systematic Review.

Journal of cutaneous medicine and surgery Mar 7, 2024
Psoriasis Humans Machine Learning
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Identification of characteristic genes and herbal compounds for the treatment of psoriasis based on machine learning and molecular dynamics simulation.

Journal of biomolecular structure & dynamics Feb 12, 2024
Psoriasis brings economic and mental burdens to patients, the exact etiology and pathogenesis of psoriasis are still unclear. Compounds of herbal medicine have the potential for psoriasis treatment. This study aims to explore the characteristic genes...
Machine Learning Molecular Docking Simulation Psoriasis Molecular Dynamics Simulation Humans
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Artificial intelligence in psoriasis: Where we are and where we are going.

Experimental dermatology Sep 23, 2023
Artificial intelligence (AI) is a field of computer science that involves the development of programs designed to replicate human cognitive processes and the analysis of complex data. In dermatology, which is predominantly a visual-based diagnostic f...
Humans Machine Learning Artificial Intelligence Psoriasis
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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...
Eczema Deep Learning Humans Psoriasis Quality of Life Skin
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