Application of artificial intelligence to gastroenterology and hepatology

C Le Berre, WJ Sandborn, S Aridhi, MD Devignes… - Gastroenterology, 2020 - Elsevier
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 …

Software for enhanced video capsule endoscopy: challenges for essential progress

DK Iakovidis, A Koulaouzidis - Nature Reviews Gastroenterology & …, 2015 - nature.com
Video capsule endoscopy (VCE) has revolutionized the diagnostic work-up in the field of
small bowel diseases. Furthermore, VCE has the potential to become the leading screening …

Automated ulcer and bleeding classification from WCE images using multiple features fusion and selection

A Liaqat, MA Khan, JH Shah, M Sharif… - Journal of Mechanics …, 2018 - World Scientific
In the area of medical imaging and computer vision, automatic diagnosis of ulcer and
bleeding from wireless capsule endoscopy images has been an active research domain. It …

A survey on contemporary computer-aided tumor, polyp, and ulcer detection methods in wireless capsule endoscopy imaging

T Rahim, MA Usman, SY Shin - Computerized Medical Imaging and …, 2020 - Elsevier
Wireless capsule endoscopy (WCE) is a process in which a patient swallows a camera-
embedded pill-shaped device that passes through the gastrointestinal (GI) tract, captures …

Texture and color based image segmentation and pathology detection in capsule endoscopy videos

P Szczypiński, A Klepaczko, M Pazurek… - Computer methods and …, 2014 - Elsevier
This paper presents an in-depth study of several approaches to exploratory analysis of
wireless capsule endoscopy images (WCE). It is demonstrated that versatile texture and …

Computer-aided diagnosis system for colon abnormalities detection in wireless capsule endoscopy images

S Charfi, ME Ansari - Multimedia Tools and Applications, 2018 - Springer
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 …

Automatic hookworm detection in wireless capsule endoscopy images

X Wu, H Chen, T Gan, J Chen… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) has become a widely used diagnostic technique to
examine inflammatory bowel diseases and disorders. As one of the most common human …

An algorithm for automated segmentation for bleeding detection in endoscopic images

E Tuba, M Tuba, R Jovanovic - 2017 International Joint …, 2017 - ieeexplore.ieee.org
Wireless capsule endoscopy is an important advanced diagnostics method. It produces
huge amount of images during travel through patient's digestive tract and that usually …

Optimizing lesion detection in small-bowel capsule endoscopy: from present problems to future solutions

A Koulaouzidis, DK Iakovidis, A Karargyris… - Expert review of …, 2015 - Taylor & Francis
This review presents issues pertaining to lesion detection in small-bowel capsule
endoscopy (SBCE). The use of prokinetics, chromoendoscopy, diagnostic yield indicators …

Computer‐aided diagnosis system for ulcer detection in wireless capsule endoscopy images

S Charfi, M El Ansari, I Balasingham - IET Image Processing, 2019 - Wiley Online Library
Wireless capsule endoscopy (WCE) has revolutionised the diagnosis and treatment of
gastrointestinal tract, especially the small intestine which is unreachable by traditional …