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Transformer-Based Disease Identification for Small-Scale Imbalanced Capsule Endoscopy Dataset
Vision Transformer (ViT) is emerging as a new leader in computer vision with its outstanding performance in many tasks (e.g., ImageNet-22k, JFT-300M). However, the success of ViT relies on pretraining on large datasets.
Long Bai+4 more
semanticscholar +1 more source
Capsule retention is one of the major complications of capsule endoscopy, which range from 2.1 to 8.2% depending on the indication. Over the last few years, reported rates of retention have fallen due to better patient selection due to the recognition of
Fintan O'Hara+4 more
doaj +1 more source
Capsule endoscopy in gastrointestinal disease: Evaluation, diagnosis, and treatment
Capsule endoscopy, also known as wireless capsule endoscopy or video capsule endoscopy, is a noninvasive procedure that uses a swallowed capsule-shaped miniature camera for direct visual and diagnostic evaluation of gastrointestinal (GI) disease ...
B. Akpunonu+3 more
semanticscholar +1 more source
Artificial Intelligence in Colon Capsule Endoscopy—A Systematic Review
Background and aims: The applicability of colon capsule endoscopy in daily practice is limited by the accompanying labor-intensive reviewing time and the risk of inter-observer variability.
S. Moen+3 more
semanticscholar +1 more source
Capsule endoscopy (CE) is a non‐invasive diagnostic modality enabling real time video imaging of the gastrointestinal (GI) mucosa. Pan‐enteric capsule endoscopy (PCE) is now able to thoroughly assess the entire GI tract, including for inflammatory bowel ...
A. Tamilarasan+3 more
semanticscholar +1 more source
Capsule endoscopy (CE) is a simple, safe, non-invasive, reliable technique, well accepted and tolerated by the patients, which allows complete exploration of the small intestine. The advent of CE in 2000 has dramatically changed the diagnosis and management of many diseases of the small intestine, such as obscure gastrointestinal bleeding, Crohn's ...
Moglia A, Pietrabissa A, Cuschieri A.
openaire +9 more sources
Experience of disruption of capsule endoscopy after prolonged retention
Capsule endoscopy is an effective tool for evaluating small bowel diseases. Capsule retention is a complication of capsule endoscopy, but capsule disruption after retention has not been thoroughly studied. Only a few cases of capsule disruption have been
Yohei Furumoto+7 more
doaj +1 more source
Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model
Wireless capsule endoscopy (WCE) is an efficient tool to investigate gastrointestinal tract disorders and perform painless imaging of the intestine.
F. Rustam+6 more
semanticscholar +1 more source
Current and Future Use of Esophageal Capsule Endoscopy [PDF]
Capsule endoscopy can be a diagnostic option for patients with esophageal diseases who cannot tolerate esophagogastroduodenoscopy.Functional modifications of the capsule allow for thorough examination of the esophagus. Esophageal capsule endoscopy has so
Junseok Park+2 more
doaj +1 more source
Introduction. Video capsule endoscopy (VSE) is a gold standard diagnostic method for small bowel diseases and is widely used in clinical practice. The presented analysis of the VCE results demonstrates the possibilities of this diagnostic tool and is the
A. A. Likutov+2 more
doaj +1 more source