Whole Metagenomic Profiling Identifies a Gut Microbial Signature for Chronic Pancreatitis via Machine Learning

Keyphrases

• Machine Learning 100%
• Chronic Pancreatitis 100%
• Microbial Signatures 100%
• Metagenomic Profiling 100%
• Whole Metagenome 100%
• Gut Bacterial Community 100%
• Pancreatitis 25%
• Acute Pancreatitis 16%
• Oral Bacteria 16%
• Recurrent Acute Pancreatitis 16%
• Gut Microbiota Composition 16%
• Microbial Composition 16%
• Microbial Diversity 8%
• Microbiome 8%
• Multi-institutional 8%
• Dysbiosis 8%
• Performance Prediction 8%
• Epidemiologic Studies 8%
• Whole Genome Sequencing 8%
• Stool Samples 8%
• Prospective Evaluation 8%
• Translational Studies 8%
• Disease Mechanisms 8%
• Saliva Samples 8%
• Intestinal Phase 8%
• Machine Learning Models 8%
• Machine Learning Algorithms 8%
• Microbial Species 8%
• Low Diversity 8%
• Alpha Diversity 8%
• Beta Diversity Analysis 8%
• Species-area Relationship 8%
• Random Forest Model 8%

Medicine and Dentistry

• Gut 100%
• Chronic Pancreatitis 100%
• Acute Pancreatitis 33%
• Pancreatitis 25%
• Oral 25%
• Gut Microbiome 16%
• Microbiome 16%
• Diseases 8%
• Whole Genome Sequencing 8%
• Microbial Diversity 8%
• Dysbiosis 8%
• Machine Learning Algorithm 8%