AI Medical Compendium Journal:
Journal of microbiology and biotechnology

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Integrating Deep Learning Models with Genome-Wide Association Study-Based Identification Enhanced Phenotype Predictions in Group A .

Journal of microbiology and biotechnology Mar 26, 2025
Group A (GAS) is a major pathogen with diverse clinical outcomes linked to its genetic variability, making accurate phenotype prediction essential. While previous studies have identified many GAS-associated genetic factors, translating these finding...
Humans Neural Networks, Computer Phenotype Deep Learning Genome-Wide Association Study Genotype Streptococcal Infections Streptococcus pyogenes Genome, Bacterial
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Impact of Mitophagy-Related Genes on the Diagnosis and Development of Esophageal Squamous Cell Carcinoma via Single-Cell RNA-seq Analysis and Machine Learning Algorithms.

Journal of microbiology and biotechnology Sep 23, 2024
As a treatment for esophageal squamous cell carcinoma (ESCC), which is common and fatal, mitophagy is a conserved cellular mechanism that selectively removes damaged mitochondria and is crucial for cellular homeostasis. While tumor development and re...
Humans Machine Learning Algorithms Prognosis Biomarkers, Tumor Transcriptome Cell Line, Tumor Single-Cell Analysis RNA-Seq Single-Cell Gene Expression Analysis Gene Expression Regulation, Neoplastic Cell Proliferation Cell Movement Esophageal Neoplasms Mitochondria Esophageal Squamous Cell Carcinoma Apoptosis Regulatory Proteins Mitochondrial Proteins Mitophagy
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Machine Learning Using Template-Based-Predicted Structure of Haemagglutinin Predicts Pathogenicity of Avian Influenza.

Journal of microbiology and biotechnology Aug 6, 2024
Deep learning presents a promising approach to complex biological classifications, contingent upon the availability of well-curated datasets. This study addresses the challenge of analyzing three-dimensional protein structures by introducing a novel ...
Neural Networks, Computer Machine Learning Algorithms Animals Influenza in Birds Birds Influenza A virus Deep Learning Computational Biology Principal Component Analysis Neuraminidase Genome, Viral Hemagglutinin Glycoproteins, Influenza Virus Hemagglutinins
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