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 …
[HTML][HTML] The future of capsule endoscopy: The role of artificial intelligence and other technical advancements
YJ Yang - Clinical endoscopy, 2020 - synapse.koreamed.org
Capsule endoscopy has revolutionized the management of small-bowel diseases owing to
its convenience and noninvasiveness. Capsule endoscopy is a common method for the …
its convenience and noninvasiveness. Capsule endoscopy is a common method for the …
Polyp-alert: Near real-time feedback during colonoscopy
We present a software system called “Polyp-Alert” to assist the endoscopist find polyps by
providing visual feedback during colonoscopy. Polyp-Alert employs our previous edge-cross …
providing visual feedback during colonoscopy. Polyp-Alert employs our previous edge-cross …
[HTML][HTML] Convolutional neural network technology in endoscopic imaging: artificial intelligence for endoscopy
Recently, significant improvements have been made in artificial intelligence. The artificial
neural network was introduced in the 1950s. However, because of the low computing power …
neural network was introduced in the 1950s. However, because of the low computing power …
Abnormal image detection in endoscopy videos using a filter bank and local binary patterns
Finding mucosal abnormalities (eg, erythema, blood, ulcer, erosion, and polyp) is one of the
most essential tasks during endoscopy video review. Since these abnormalities typically …
most essential tasks during endoscopy video review. Since these abnormalities typically …
[HTML][HTML] Artificial intelligence and capsule endoscopy: unravelling the future
M Mascarenhas, J Afonso, P Andrade… - Annals of …, 2021 - ncbi.nlm.nih.gov
The applicability of artificial intelligence (AI) in gastroenterology is a hot topic because of its
disruptive nature. Capsule endoscopy plays an important role in several areas of digestive …
disruptive nature. Capsule endoscopy plays an important role in several areas of digestive …
Polyp detection and segmentation from video capsule endoscopy: A review
VBS Prasath - Journal of Imaging, 2016 - mdpi.com
Video capsule endoscopy (VCE) is used widely nowadays for visualizing the gastrointestinal
(GI) tract. Capsule endoscopy exams are prescribed usually as an additional monitoring …
(GI) tract. Capsule endoscopy exams are prescribed usually as an additional monitoring …
Multi-pathology detection and lesion localization in WCE videos by using the instance segmentation approach
PM Vieira, NR Freitas, VB Lima, D Costa… - Artificial Intelligence in …, 2021 - Elsevier
The majority of current systems for automatic diagnosis considers the detection of a unique
and previously known pathology. Considering specifically the diagnosis of lesions in the …
and previously known pathology. Considering specifically the diagnosis of lesions in the …
Computer-aided diagnosis of gastrointestinal protruded lesions using wireless capsule endoscopy: A systematic review and diagnostic test accuracy meta-analysis
Background: Wireless capsule endoscopy allows the identification of small intestinal
protruded lesions, such as polyps, tumors, or venous structures. However, reading wireless …
protruded lesions, such as polyps, tumors, or venous structures. However, reading wireless …
Ensemble of texture and deep learning features for finding abnormalities in the gastro-intestinal tract
S Nadeem, MA Tahir, SSA Naqvi, M Zaid - … 5-7, 2018, Proceedings, Part II …, 2018 - Springer
An endoscopy is a strategy in which a specialist utilizes specific instruments to see and work
on the inward vessels and organs of the body. This paper expects to predict the …
on the inward vessels and organs of the body. This paper expects to predict the …