Video capsule endoscopy (VCE) is a revolutionary technology for the early diagnosis of
gastric disorders. However, owing to the high redundancy and subtle manifestation of …

With the advent of the big data era, the application of artificial intelligence represented by
deep learning in medicine has become a hot topic. In gastroenterology, deep learning has …

Polyps are well-known cancer precursors identified by colonoscopy. However, variability in
their size, appearance, and location makes the detection of polyps challenging. Moreover …

Imbalanced training data in medical image diagnosis is a significant challenge for
diagnosing rare diseases. For this purpose, we propose a novel two-stage Progressive …

State-of-the-art machine learning models, and especially deep learning ones, are
significantly data-hungry; they require vast amounts of manually labeled samples to function …

Colon Capsule Endoscopy (CCE) is a minimally invasive procedure which is increasingly
being used as an alternative to conventional colonoscopy. Videos recorded by the capsule …

Colorectal cancer is common and can be devastating, with long-term survival rates vastly
improved by early diagnosis. Colon capsule endoscopy (CCE) is increasingly recognised as …

Simple Summary Gastrointestinal cancers cause over 2.8 million deaths annually
worldwide. Currently, the diagnosis of various gastrointestinal cancer mainly relies on …

Recent advancements in deep learning have significantly improved the intelligent
classification of gastrointestinal (GI) diseases, particularly in aiding clinical diagnosis. This …

While deep learning has displayed excellent performance in a broad spectrum of application
areas, neural networks still struggle to recognize what they have not seen, ie, out-of …