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Interferon Regulatory Factors

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Genetic Risk Assessment of Nonsyndromic Cleft Lip with or without Cleft Palate by Linking Genetic Networks and Deep Learning Models.

International journal of molecular sciences 36901988
Recent deep learning algorithms have further improved risk classification capabilities. However, an appropriate feature selection method is required to overcome dimensionality issues in population-based genetic studies. In this Korean case-control st...
Case-Control Studies Cleft Lip Cleft Palate Deep Learning Gene Regulatory Networks Genetic Predisposition to Disease Genotype Humans Interferon Regulatory Factors Polymorphism, Single Nucleotide Risk Assessment Risk Factors
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Integrating machine learning algorithms and single-cell analysis to identify gut microbiota-related macrophage biomarkers in atherosclerotic plaques.

Frontiers in cellular and infection microbiology 38716195
OBJECTIVE: The relationship between macrophages and the gut microbiota in patients with atherosclerosis remains poorly defined, and effective biological markers are lacking. This study aims to elucidate the interplay between gut microbial communities...
Agammaglobulinaemia Tyrosine Kinase Algorithms Antigens, CD Antigens, Differentiation, Myelomonocytic Atherosclerosis Biomarkers CD68 Molecule Gastrointestinal Microbiome Gene Expression Profiling Gene Regulatory Networks Humans Interferon Regulatory Factors Machine Learning Macrophages Plaque, Atherosclerotic Receptors, CCR1 Single-Cell Analysis
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