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3 Result(s)

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  1. Article

    Open Access

    Identifying 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...

    Philip Fernandes, Yash Sharma, Fatima Zulqarnain, Brooklyn McGrew… in Scientific Reports (2023)

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  2. No Access

    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...

    James Jablonski, Philip Fernandes… in Proceedings of the Future Technologies Con… (2022)

  3. No Access

    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...

    Sodiq Adewole, Philip Fernandes… in Proceedings of the Future Technologies Con… (2022)