[HTML][HTML] 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 …

[HTML][HTML] Residual LSTM layered CNN for classification of gastrointestinal tract diseases

Ş Öztürk, U Özkaya - Journal of Biomedical Informatics, 2021 - Elsevier
Abstract nowadays, considering the number of patients per specialist doctor, the size of the
need for automatic medical image analysis methods can be understood. These systems …

Saliency based ulcer detection for wireless capsule endoscopy diagnosis

Y Yuan, J Wang, B Li, MQH Meng - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Ulcer is one of the most common symptoms of many serious diseases in the human
digestive tract. Especially for the ulcers in the small bowel where other procedures cannot …

Detection and classification of gastrointestinal disease using convolutional neural network and SVM

MB Haile, AO Salau, B Enyew, AJ Belay - Cogent Engineering, 2022 - Taylor & Francis
Gastrointestinal tract is a series of hollow organs connected in a long tube twisting from the
mouth to the anus. Recovery of gastrointestinal diseased patients depends on the early …

Improved bag of feature for automatic polyp detection in wireless capsule endoscopy images

Y Yuan, B Li, MQH Meng - IEEE Transactions on automation …, 2015 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) needs computerized method to reduce the review time
for its large image data. In this paper, we propose an improved bag of feature (BoF) method …

[HTML][HTML] Artificial intelligence-based classification of multiple gastrointestinal diseases using endoscopy videos for clinical diagnosis

M Owais, M Arsalan, J Choi, T Mahmood… - Journal of clinical …, 2019 - mdpi.com
Various techniques using artificial intelligence (AI) have resulted in a significant contribution
to field of medical image and video-based diagnoses, such as radiology, pathology, and …

[HTML][HTML] GASTRO-CADx: a three stages framework for diagnosing gastrointestinal diseases

O Attallah, M Sharkas - PeerJ Computer Science, 2021 - peerj.com
Gastrointestinal (GI) diseases are common illnesses that affect the GI tract. Diagnosing these
GI diseases is quite expensive, complicated, and challenging. A computer-aided diagnosis …

Computer-aided polyp detection based on image enhancement and saliency-based selection

F Deeba, FM Bui, KA Wahid - Biomedical signal processing and control, 2020 - Elsevier
This paper presents a computer-aided polyp detection algorithm applicable to both
colonoscopy and wireless capsule endoscopy (WCE). The proposed system has three …

WCE abnormality detection based on saliency and adaptive locality-constrained linear coding

Y Yuan, B Li, MQH Meng - IEEE Transactions on Automation …, 2016 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) has become a widely used diagnostic technique for the
digestive tract, at the price of a large volume of data that needs to be analyzed. To tackle this …

Automatic polyp detection via a novel unified bottom-up and top-down saliency approach

Y Yuan, D Li, MQH Meng - IEEE journal of biomedical and …, 2017 - ieeexplore.ieee.org
In this paper, we propose a novel automatic computer-aided method to detect polyps for
colonoscopy videos. To capture perceptually and semantically meaningful salient polyp …