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 …

Efficient gastrointestinal disease classification using pretrained deep convolutional neural network

M Nouman Noor, M Nazir, SA Khan, OY Song, I Ashraf - Electronics, 2023 - mdpi.com
Gastrointestinal (GI) tract diseases are on the rise in the world. These diseases can have
fatal consequences if not diagnosed in the initial stages. WCE (wireless capsule endoscopy) …

[HTML][HTML] Automated identification of human gastrointestinal tract abnormalities based on deep convolutional neural network with endoscopic images

I Iqbal, K Walayat, MU Kakar, J Ma - Intelligent Systems with Applications, 2022 - Elsevier
As a powerful analytic tool for medical image analysis, particularly for endoscopic image
interpretation, deep convolutional neural network (DCNN) has gained remarkable attention …

Discriminative joint-feature topic model with dual constraints for WCE classification

Y Yuan, X Yao, J Han, L Guo… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) enables clinicians to examine the digestive tract without
any surgical operations, at the cost of a large amount of images to be analyzed. The main …

Computer vision algorithm for barley kernel identification, orientation estimation and surface structure assessment

PM Szczypiński, P Zapotoczny - Computers and electronics in agriculture, 2012 - Elsevier
This paper presents an algorithm for analyzing barley kernel images to evaluate cereal grain
quality and perform grain classification. The input data comprised digital images of kernels …

Survey of computer vision and machine learning in gastrointestinal endoscopy

AS Vemuri - arXiv preprint arXiv:1904.13307, 2019 - arxiv.org
This paper attempts to provide the reader a place to begin studying the application of
computer vision and machine learning to gastrointestinal (GI) endoscopy. They have been …

[PDF][PDF] Software engineering applications in gastroenterology

DK Iakovidis - Glob. J. Gastroenterol. Hepatol, 2014 - researchgate.net
Software engineering enables the construction of reliable services, which in the field of
medicine can be regarded as crucial components of today's clinical practice. This paper …

[PDF][PDF] Intelligent Systems with Applications

I Iqbal, K Walayat, MU Kakar, J Ma - researchgate.net
As a powerful analytic tool for medical image analysis, particularly for endoscopic image
interpretation, deep convolutional neural network (DCNN) has gained remarkable attention …

[PDF][PDF] Komputerowa analiza obrazów z endoskopu bezprzewodowego dla diagnostyki medycznej

PM Szczypiński - qmazda.p.lodz.pl
Jednym z badań medycznych stosowanych w diagnostyce chorób przewodu pokarmowego
jest bezprzewodowa endoskopia kapsułkowa. Wynikiem badania jest film, którego …

[图书][B] Komputerowa analiza obrazów z endoskopu bezprzewodowego dla diagnostyki medycznej

PM Szczypiński - 2012 - eletel.p.lodz.pl
Jednym z badań medycznych stosowanych w diagnostyce chorób przewodu pokarmowego
jest bezprzewodowa endoskopia kapsułkowa. Wynikiem badania jest film, którego …