Results 41 to 50 of about 582 (150)

BiT‐MoFE: Unified illumination correction in capsule endoscopy

Journal of Intelligent Medicine, Volume 3, Issue 2, Page 125-139, June 2026.
Abstract As a prevalent non‐invasive screening technique, Wireless Capsule Endoscopy is often hindered by poor image quality, including under‐/overexposure and low light condition. While illumination correction based on diffusion modeling or frequency‐domain decomposition has shown effectiveness, existing methods often (1) underexploit structural ...
Haoyu Ding, Yuntong Tian, Tianling Liu, Hongying Liu, Liang Wan   +4 more
wiley   +1 more source

Mobile3ViT: An Improved Hybrid CNN‐Visual Transformer Model for Automatic Gastrointestinal Image Recognition

Natural Sciences, Volume 6, Issue 2, April 2026.
An overview of the steps in the proposed Mobile3ViT model, an improved hybrid CNN‐visual transformer model, for automatic gastrointestinal image recognition. ABSTRACT A wireless capsule endoscope (WCE) is currently the first‐line examination to investigate digestive tract diseases.
Bo Ye, Gan Zhang, Wei Zha, Jianglin Zhang, Guangzheng Gao, Jun Yang, Quanxing Ye, Shuting Hu, Lalit Garg, Amit Krishna Dwivedi, Sheng Liu   +10 more
wiley   +1 more source

High-precision classification of WCE-based gastrointestinal abnormality using a fusion deep learning approach

Scientific Reports
Gastrointestinal abnormalities are widespread worldwide and pose a significant health challenge. However, their mortality rate can be significantly reduced when they are detected early.
Mohammad Siraj, Sarfaraz Abdul Sattar Natha, Mohammed Muflih Alamer, Ahmed Telba, Aaqid Syed, Ayesha Shafique   +5 more
doaj   +1 more source

Artificial Intelligence in Gastrointestinal Disease Diagnosis: A Systematic Review of Endoscopy, Histology, and Radiology Applications

WIREs Data Mining and Knowledge Discovery, Volume 16, Issue 1, March 2026.
Overview of artificial intelligence applications in gastrointestinal disease diagnosis across multiple imaging modalities. The workflow illustrates the progression from image acquisition through preprocessing, feature extraction/learning, and classification/segmentation to clinical applications.
Sameena Pathan, Alen Shahini, Massimo Salvi, Tanweer Ali, Jovita Relasha Lewis, Filippo Molinari, U. Rajendra Acharya   +6 more
wiley   +1 more source

Artificial Intelligence in Small Bowel Endoscopy: Current Perspectives and Future Directions

Journal of Digestive Endoscopy, 2020
Artificial intelligence (AI) is a computer system that is able to perform tasks which normally require human intelligence. The role of AI in the field of gastroenterology has been gradually evolving since its inception in the 1950s. Discovery of wireless
Dinesh Meher, Mrinal Gogoi, Pankaj Bharali, Prajna Anirvan, Shivaram Prasad Singh   +4 more
doaj   +1 more source

A Robust Deep Model for Classification of Peptic Ulcer and Other Digestive Tract Disorders Using Endoscopic Images

Biomedicines, 2022
Accurate patient disease classification and detection through deep-learning (DL) models are increasingly contributing to the area of biomedical imaging.
Saqib Mahmood, Mian Muhammad Sadiq Fareed, Gulnaz Ahmed, Farhan Dawood, Shahid Zikria, Ahmad Mostafa, Syeda Fizzah Jilani, Muhammad Asad, Muhammad Aslam   +8 more
doaj   +1 more source

YOLOv12-WCIRS: An Improved YOLOv12-Based Framework for Small Intestinal Lesion Detection in WCE

Computers
Accurate detection of small intestinal lesions in wireless capsule endoscopy (WCE) images remains challenging because lesions are often small, weakly contrasted, irregular in shape, and easily confused with complex mucosal backgrounds.
Shiren Ye, Liangjing Li, Zetong Zhang, Haipeng Ma   +3 more
doaj   +1 more source

Ingestible Wireless Capsule Technology: A Review of Development and Future Indication

International Journal of Antennas and Propagation, 2012
Ingestible wireless capsule endoscopy (WCE) is the one and only painless, effective, novel, diagnostic technology for inspecting the entire gastrointestinal (GI) tract for various diseases, such as obscure gastrointestinal bleeding (OGIB), tumors, cancer,
M. R. Basar, F. Malek, Khairudi M. Juni, M. Shaharom Idris, M. Iskandar M. Saleh   +4 more
doaj   +1 more source

Retention of Small Bowel Capsule in a Patient With Remote Small Bowel Resection With a Normal CT Enterography and Patency Capsule Examination

Case Reports in Surgery, Volume 2026, Issue 1, 2026.
Wireless capsule endoscopy (WCE) uses an electronic small bowel capsule to transmit images of the small bowel to diagnose pathology. In patients at risk for capsule retention, the patency capsule, a radiopaque dissolvable capsule of the same size, may be used to predict that the small bowel capsule will pass through the patient. An abdominal radiograph
Jennifer E. Geller, Arthur J. Geller, Marcus Quek   +2 more
wiley   +1 more source

Deep Model-Based Semi-Supervised Learning Way for Outlier Detection in Wireless Capsule Endoscopy Images

IEEE Access, 2020
Wireless capsule endoscopy (WCE) has become an irreplaceable tool for diagnosing small intestinal diseases, and detecting the outliers in WCE images automatically remains as a hot research topic.
Yan Gao, Weining Lu, Xiaobei Si, Yu Lan
doaj   +1 more source