Capsule vision 2024 challenge: Multi-class abnormality classification for video capsule endoscopy

P Handa, A Mahbod, F Schwarzhans, R Woitek… - arXiv preprint arXiv …, 2024 - arxiv.org
We present the Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for
Video Capsule Endoscopy. It is being virtually organized by the Research Center for …

Public Imaging Datasets of Gastrointestinal Endoscopy for Artificial Intelligence: a Review

S Zhu, J Gao, L Liu, M Yin, J Lin, C Xu, C Xu… - Journal of Digital …, 2023 - Springer
With the advances in endoscopic technologies and artificial intelligence, a large number of
endoscopic imaging datasets have been made public to researchers around the world. This …

Utilisation of a wrinkled film-based structure for the sensing measurement of a vibro-impact capsule robot

H Bi, J Tian, B Zhang, B Wang, Y Liu - Meccanica, 2023 - Springer
According to a pre-strain strategy, a wrinkled structure for measuring the contact pressure
between the intestinal wall and the vibro-impact capsule robot is proposed for the potential …

Automatic polyp semantic segmentation using wireless capsule endoscopy images with various convolutional neural network and optimization techniques: A …

J Selvaraj, AK Jayanthy - Biomedical Engineering: Applications …, 2023 - World Scientific
Colorectal cancer (CRC), ranking third most prevalent cancer type, can be diagnosed with
the detection of polyps in the colon and rectum through endoscopic procedures facilitating …

Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

J Werner, C Gerum, M Reiber, J Nick… - … Workshop on Machine …, 2023 - Springer
This paper presents a method to efficiently classify the gastroenterologic section of images
derived from Video Capsule Endoscopy (VCE) studies by exploring the combination of a …

Precise Localization Within the GI Tract by Combining Classification of CNNs and Time-Series Analysis of HMMs

O Bringmann, J Nick, M Reiber, C Gerum… - Machine Learning in …, 2023 - Springer
This paper presents a method to efficiently classify the gastroenterologic section of images
derived from Video Capsule Endoscopy (VCE) studies by exploring the combination of a …