AIMC Topic: Gastrointestinal Diseases
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A Framework for Effective Application of Machine Learning to Microbiome-Based Classification Problems.
mBio
Jun 9, 2020
Machine learning (ML) modeling of the human microbiome has the potential to identify microbial biomarkers and aid in the diagnosis of many diseases such as inflammatory bowel disease, diabetes, and colorectal cancer. Progress has been made toward dev...
A Light-Weight Practical Framework for Feces Detection and Trait Recognition.
Sensors (Basel, Switzerland)
May 6, 2020
Fecal trait examinations are critical in the clinical diagnosis of digestive diseases, and they can effectively reveal various aspects regarding the health of the digestive system. An automatic feces detection and trait recognition system based on a ...
How to Approach and Interpret Studies on AI in Gastroenterology.
Gastroenterology
Apr 6, 2020
Evolving Role and Future Directions of Natural Language Processing in Gastroenterology.
Digestive diseases and sciences
Feb 27, 2020
In line with the current trajectory of healthcare reform, significant emphasis has been placed on improving the utilization of data collected during a clinical encounter. Although the structured fields of electronic health records have provided a con...
Machine learning for syndromic surveillance using veterinary necropsy reports.
PloS one
Feb 5, 2020
The use of natural language data for animal population surveillance represents a valuable opportunity to gather information about potential disease outbreaks, emerging zoonotic diseases, or bioterrorism threats. In this study, we evaluate machine lea...
Application of artificial intelligence in gastrointestinal endoscopy.
Journal of digestive diseases
Nov 20, 2019
With recent significant improvements in artificial intelligence (AI), especially in the field of deep learning, an increasing number of studies have evaluated the use of AI in endoscopy to detect and diagnose gastrointestinal (GI) lesions. The presen...
Application of Artificial Intelligence to Gastroenterology and Hepatology.
Gastroenterology
Oct 5, 2019
Since 2010, substantial progress has been made in artificial intelligence (AI) and its application to medicine. AI is explored in gastroenterology for endoscopic analysis of lesions, in detection of cancer, and to facilitate the analysis of inflammat...
Artificial intelligence in computer-aided diagnosis of abdomen diseases.
Science China. Life sciences
Sep 27, 2019
The future of endoscopy: Advances in endoscopic image innovations.
Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society
Aug 22, 2019
The latest state of the art technological innovations have led to a palpable progression in endoscopic imaging and may facilitate standardisation of practice. One of the most rapidly evolving modalities is artificial intelligence with recent studies ...
Effects of Food Contamination on Gastrointestinal Morbidity: Comparison of Different Machine-Learning Methods.
International journal of environmental research and public health
Mar 7, 2019
Morbidity prediction can be useful in improving the effectiveness and efficiency of medical services, but accurate morbidity prediction is often difficult because of the complex relationships between diseases and their influencing factors. This study...
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