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Chapter and Conference Paper
Deep Learning Methods for Anatomical Landmark Detection in Video Capsule Endoscopy Images
Video capsule endoscope (VCE) is an emerging technology that allows examination of the entire gastrointestinal (GI) tract with minimal invasion. While traditional endoscopywith biopsy procedures are the gold stan...
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Chapter and Conference Paper
Multi-frame Abnormality Detection in Video Capsule Endoscopy
Video capsule endoscopy (VCE) provides a minimally invasive and highly effective screening mechanism for gut illness. Unfortunately, current methods require physicians to manually review the lengthy VCE record...
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Chapter and Conference Paper
Lesion2Vec: Deep Meta Learning for Few-Shot Lesion Recognition in Capsule Endoscopy Video
Effective and rapid detection of lesions in the Gastrointestinal (GI) tract plays a critical role in how fast gastroenterologist can respond to life-threatening diseases. Capsule Endoscopy (CE) has revolutioni...