AIMC Topic: Gastroenterology
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Automatic task recognition in a flexible endoscopy benchtop trainer with semi-supervised learning.
International journal of computer assisted radiology and surgery
Jun 26, 2020
PURPOSE: Inexpensive benchtop training systems offer significant advantages to meet the increasing demand of training surgeons and gastroenterologists in flexible endoscopy. Established scoring systems exist, based on task duration and mistake evalua...
Position statement on priorities for artificial intelligence in GI endoscopy: a report by the ASGE Task Force.
Gastrointestinal endoscopy
Jun 19, 2020
Artificial intelligence (AI) in GI endoscopy holds tremendous promise to augment clinical performance, establish better treatment plans, and improve patient outcomes. Although there are promising initial applications and preliminary clinical data for...
History of artificial intelligence in medicine.
Gastrointestinal endoscopy
Jun 18, 2020
Artificial intelligence (AI) was first described in 1950; however, several limitations in early models prevented widespread acceptance and application to medicine. In the early 2000s, many of these limitations were overcome by the advent of deep lear...
Diagnostic evaluation of a deep learning model for optical diagnosis of colorectal cancer.
Nature communications
Jun 11, 2020
Colonoscopy is commonly used to screen for colorectal cancer (CRC). We develop a deep learning model called CRCNet for optical diagnosis of CRC by training on 464,105 images from 12,179 patients and test its performance on 2263 patients from three in...
Regulatory considerations for artificial intelligence technologies in GI endoscopy.
Gastrointestinal endoscopy
Jun 3, 2020
Artificial intelligence (AI) technologies in clinical medicine have become the subject of intensive investigative efforts and popular attention. In domains ranging from pathology to radiology, AI has demonstrated the potential to improve clinical per...
Artificial intelligence in gastroenterology: where are we heading?
Frontiers of medicine
May 26, 2020
Artificial intelligence (AI) is coming to medicine in a big wave. From making diagnosis in various medical conditions, following the latest advancements in scientific literature, suggesting appropriate therapies, to predicting prognosis and outcome o...
What's new in IBD therapy: An "omics network" approach.
Pharmacological research
May 16, 2020
The industrial revolution that began in the late 1800s has resulted in dramatic changes in the environment, human lifestyle, dietary habits, social structure, and so on. Almost certainly because this rapid evolution has outpaced the ability of the bo...
Proceedings from the First Global Artificial Intelligence in Gastroenterology and Endoscopy Summit.
Gastrointestinal endoscopy
Apr 25, 2020
BACKGROUND AND AIMS: Artificial intelligence (AI), specifically deep learning, offers the potential to enhance the field of GI endoscopy in areas ranging from lesion detection and classification to quality metrics and documentation. Progress in this ...
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...
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