AIMC Topic: alpha-Defensins

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Identification of diagnostic signatures in ulcerative colitis patients via bioinformatic analysis integrated with machine learning.

Human cell Nov 3, 2021
Ulcerative colitis (UC) is an immune-related disorder with enhanced prevalence globally. Early diagnosis is critical for the effective treatment of UC. However, it still lacks specific diagnostic signatures. The aim of our study was to explore effici...
Humans Machine Learning Genetic Association Studies Computational Biology Logistic Models Colitis, Ulcerative Gene Expression Lithostathine alpha-Defensins Pancreatitis-Associated Proteins
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Peak learning of mass spectrometry imaging data using artificial neural networks.

Nature communications Sep 20, 2021
Mass spectrometry imaging (MSI) is an emerging technology that holds potential for improving, biomarker discovery, metabolomics research, pharmaceutical applications and clinical diagnosis. Despite many solutions being developed, the large data size ...
Humans Neural Networks, Computer Algorithms Reproducibility of Results Animals Neoplasms Deep Learning Imaging, Three-Dimensional Mice Kidney Disease Models, Animal Metabolomics Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Nonlinear Dynamics Connective Tissue alpha-Defensins
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