Precision enhancement in wireless capsule endoscopy: a novel transformer-based approach for real-time video object detection
BackgroundWireless Capsule Endoscopy (WCE) enables non-invasive imaging of the gastrointestinal tract but generates vast video data, making real-time and accurate abnormality detection challenging. Traditional detection methods struggle with uncontrolled illumination, complex textures, and high-spee...
Saved in:
| Main Authors: | Tsedeke Temesgen Habe, Keijo Haataja, Pekka Toivanen |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2025-04-01
|
| Series: | Frontiers in Artificial Intelligence |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/frai.2025.1529814/full |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Pediatric small intestine cavernous lymphangioma detected via wireless capsule endoscopy: a rare case report
by: Xiaoyu Yang, et al.
Published: (2025-08-01) -
Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model
by: Furqan Rustam, et al.
Published: (2021-01-01) -
FIRST TRIES OF USING INNOVATIONAL CAPSO VISION CAPSULE ENDOSCOPY SYSTEM IN TREATING CHILDREN
by: M. M. Lokhmatov, et al.
Published: (2017-02-01) -
Active/robotic capsule endoscopy - A review
by: Yasmin Khattab, et al.
Published: (2025-08-01) -
Differential Diagnosis of Jejunum and Ileum Tumours Based on Video Capsule Endoscopy Data Using Mathematical Analysis
by: E. D. Fedorov, et al.
Published: (2018-11-01)