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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...
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Article
Open AccessIdentifying metabolic shifts in Crohn's disease using 'omics-driven contextualized computational metabolic network models
Crohn's disease (CD) is a chronic inflammatory disease of the gastrointestinal tract. A clear gap in our existing CD diagnostics and current disease management approaches is the lack of highly specific biomark...