Application of artificial intelligence to gastroenterology and hepatology
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 …
application to medicine. AI is explored in gastroenterology for endoscopic analysis of …
Computer-aided decision support systems for endoscopy in the gastrointestinal tract: a review
M Liedlgruber, A Uhl - IEEE reviews in biomedical engineering, 2011 - ieeexplore.ieee.org
Today, medical endoscopy is a widely used procedure to inspect the inner cavities of the
human body. The advent of endoscopic imaging techniques-allowing the acquisition of …
human body. The advent of endoscopic imaging techniques-allowing the acquisition of …
MeShClust: an intelligent tool for clustering DNA sequences
Sequence clustering is a fundamental step in analyzing DNA sequences. Widely-used
software tools for sequence clustering utilize greedy approaches that are not guaranteed to …
software tools for sequence clustering utilize greedy approaches that are not guaranteed to …
A survey of feature extraction and fusion of deep learning for detection of abnormalities in video endoscopy of gastrointestinal-tract
A standard screening procedure involves video endoscopy of the Gastrointestinal tract. It is a
less invasive method which is practiced for early diagnosis of gastric diseases. Manual …
less invasive method which is practiced for early diagnosis of gastric diseases. Manual …
Challenges and opportunities in the application of artificial intelligence in gastroenterology and hepatology
Artificial intelligence (AI) is an umbrella term used to describe a cluster of interrelated fields.
Machine learning (ML) refers to a model that learns from past data to predict future data …
Machine learning (ML) refers to a model that learns from past data to predict future data …
MeShClust v3. 0: high-quality clustering of DNA sequences using the mean shift algorithm and alignment-free identity scores
HZ Girgis - BMC genomics, 2022 - Springer
Background Tools for accurately clustering biological sequences are among the most
important tools in computational biology. Two pioneering tools for clustering sequences are …
important tools in computational biology. Two pioneering tools for clustering sequences are …
Computer-aided diagnosis system for colon abnormalities detection in wireless capsule endoscopy images
Wireless capsule endoscopy (WCE) is a novel imaging technique that can travel through
human body and image the small bowel entirely. Therefore, it has been gradually adopted …
human body and image the small bowel entirely. Therefore, it has been gradually adopted …
Artificial intelligence image-based prediction models in IBD exhibit high risk of bias: A systematic review
Background There has been an increase in the development of both machine learning (ML)
and deep learning (DL) prediction models in Inflammatory Bowel Disease. We aim in this …
and deep learning (DL) prediction models in Inflammatory Bowel Disease. We aim in this …
Diagnostic accuracy of artificial intelligence for detecting gastrointestinal luminal pathologies: A systematic review and meta-analysis
Background Artificial Intelligence (AI) holds considerable promise for diagnostics in the field
of gastroenterology. This systematic review and meta-analysis aims to assess the diagnostic …
of gastroenterology. This systematic review and meta-analysis aims to assess the diagnostic …
Artificial intelligence applied to gastrointestinal diagnostics: a review
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 …
growth in its application to healthcare and beyond, and is now an integral part of daily life …