AIMC Topic: Immune System Diseases

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Exploring new drug treatment targets for immune related bone diseases using a multi omics joint analysis strategy.

Scientific reports Mar 27, 2025
In the field of treatment and prevention of immune-related bone diseases, significant challenges persist, necessitating the urgent exploration of new and effective treatment methods. However, most existing Mendelian randomization (MR) studies are con...
Multiomics Genetic Predisposition to Disease Mendelian Randomization Analysis Linkage Disequilibrium Polymorphism, Single Nucleotide Immune System Diseases Bayes Theorem Bone Diseases Humans Quantitative Trait Loci Genome-Wide Association Study
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Harnessing the power of AI-based models to accelerate drug discovery against immune diseases.

Expert review of clinical immunology Jul 1, 2024
Animals Drug Discovery Immune System Diseases Humans Artificial Intelligence
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Application of serum SERS technology combined with deep learning algorithm in the rapid diagnosis of immune diseases and chronic kidney disease.

Scientific reports Sep 21, 2023
Surface-enhanced Raman spectroscopy (SERS), as a rapid, non-invasive and reliable spectroscopic detection technique, has promising applications in disease screening and diagnosis. In this paper, an annealed silver nanoparticles/porous silicon Bragg r...
Silver Silicon Immune System Diseases Renal Insufficiency, Chronic Metal Nanoparticles Deep Learning Spectrum Analysis, Raman Algorithms Humans
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Application of Machine Learning in Rheumatic Immune Diseases.

Journal of healthcare engineering Jan 25, 2022
People are paying greater attention to their personal health as society develops and progresses, and rheumatic immunological disorders have become a serious concern that affects human health. As a result, research on a stable, trustworthy, and effect...
Humans Immune System Diseases Algorithms Support Vector Machine Artificial Intelligence Machine Learning
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A network-based machine-learning framework to identify both functional modules and disease genes.

Human genetics Jan 7, 2021
Disease gene identification is a critical step towards uncovering the molecular mechanisms of diseases and systematically investigating complex disease phenotypes. Despite considerable efforts to develop powerful computing methods, candidate gene ide...
Musculoskeletal Diseases Metabolic Diseases Supervised Machine Learning Amino Acid Sequence Protein Interaction Mapping Immune System Diseases Terminology as Topic Gastrointestinal Diseases Gene Regulatory Networks Computational Biology Metabolic Networks and Pathways Neurodegenerative Diseases Predictive Value of Tests Mental Disorders Neoplasms Humans
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Drug Repurposing Prediction for Immune-Mediated Cutaneous Diseases using a Word-Embedding-Based Machine Learning Approach.

The Journal of investigative dermatology Oct 17, 2018
Immune-mediated diseases affect more than 20% of the population, and many autoimmune diseases affect the skin. Drug repurposing (or repositioning) is a cost-effective approach for finding drugs that can be used to treat diseases for which they are cu...
ROC Curve Computational Biology Skin Skin Diseases Humans Transcriptome Drug Repositioning Cohort Studies PubMed Machine Learning Immune System Diseases Algorithms
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Prediction of microRNAs involved in immune system diseases through network based features.

Journal of biomedical informatics Nov 15, 2016
MicroRNAs are a class of small non-coding regulatory RNA molecules that modulate the expression of several genes at post-transcriptional level and play a vital role in disease pathogenesis. Recent research shows that a range of miRNAs are involved in...
Humans Forecasting MicroRNAs Computational Biology Support Vector Machine Immune System Diseases
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Artificial intelligence and the hunt for immunological disorders.

Current opinion in allergy and clinical immunology Dec 1, 2020
PURPOSE OF REVIEW: Artificial intelligence has pervasively transformed many industries and is beginning to shape medical practice. New use cases are being identified in subspecialty domains of medicine and, in particular, application of artificial in...
Immune System Diseases Clinical Decision-Making Computational Biology Humans Vaccines Cell Communication Artificial Intelligence Datasets as Topic Machine Learning
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