AIMC Topic: Diagnostic Techniques, Digestive System

Clear Filters Showing 1 to 5 of 5 articles

Application of Artificial Intelligence for Diagnosis and Risk Stratification in NAFLD and NASH: The State of the Art.

Hepatology (Baltimore, Md.) Aug 10, 2021
The diagnosis of nonalcoholic fatty liver disease and associated fibrosis is challenging given the lack of signs, symptoms and nonexistent diagnostic test. Furthermore, follow up and treatment decisions become complicated with a lack of a simple repr...
Humans Neural Networks, Computer Artificial Intelligence Risk Assessment Liver Cirrhosis Non-alcoholic Fatty Liver Disease Diagnostic Techniques, Digestive System
View on PubMed DOI

Achalasia subtypes can be identified with functional luminal imaging probe (FLIP) panometry using a supervised machine learning process.

Neurogastroenterology and motility Jul 1, 2020
BACKGROUND: Achalasia subtypes on high-resolution manometry (HRM) prognosticate treatment response and help direct management plan. We aimed to utilize parameters of distension-induced contractility and pressurization on functional luminal imaging pr...
Humans Female Aged Adult Male Middle Aged Organ Size Esophagus Supervised Machine Learning Electric Impedance Manometry Diagnostic Techniques, Digestive System Endoscopy, Digestive System Esophageal Achalasia
View on PubMed DOI

A hybrid classifier based on nonlinear-PCA and deep belief networks with applications in dysphagia diagnosis.

Computer assisted surgery (Abingdon, England) Nov 2, 2017
Traditional dysphagia prescreening diagnostic methods require doctors specialists to give patients a total score based on a water swallow test scale. This method is limited by the high dimensionality of the diagnostic elements in the water swallow te...
Humans Neural Networks, Computer Machine Learning Water Cohort Studies Principal Component Analysis Deglutition Disorders Deglutition Diagnostic Techniques, Digestive System
View on PubMed DOI

Noninvasive early diagnosis of intestinal diseases based on artificial intelligence in genomics and microbiome.

Journal of gastroenterology and hepatology Apr 1, 2021
The maturing development in artificial intelligence (AI) and genomics has propelled the advances in intestinal diseases including intestinal cancer, inflammatory bowel disease (IBD), and irritable bowel syndrome (IBS). On the other hand, colorectal c...
Humans Machine Learning Genomics High-Throughput Nucleotide Sequencing Early Diagnosis Intestinal Diseases Diagnostic Techniques, Digestive System
View on PubMed DOI

Artificial Intelligence Applied to Gastrointestinal Diagnostics: A Review.

Journal of pediatric gastroenterology and nutrition Jan 1, 2020
Artificial intelligence (AI), a discipline encompassed by data science, has seen recent rapid growth in its application to healthcare and beyond, and is now an integral part of daily life. Uses of AI in gastroenterology include the automated detectio...
Humans Artificial Intelligence Gastroenterology Child Pediatrics Diagnostic Techniques, Digestive System
View on PubMed DOI
Popular Topics
Recent Journals