Methods: Here we propose an end-to-end fully automated system based on deep learning to
predict a binary version of the Mayo Clinic Endoscopic Subscore directly from raw …

Background Recently, endpoints for clinical trials have been changing from measuring
clinical response to mucosal healing in ulcerative colitis. Endoscopic evaluation is the …

Background and aims: Current endoscopic activity scores for ulcerative colitis (UC) do not
take into account the extent of mucosal inflammation. We have developed a simple …

Endoscopy is a central tool for the evaluation and management of inflammatory bowel
disease (IBD). In the last few decades, gastrointestinal (GI) endoscopy has undergone …

Ulcerative colitis (UC) is a chronic relapsing and remitting gastrointestinal disorder of
uncertain aetiology. The last two decades have seen an expansion in the therapeutic …

Since the introduction of biological therapy, endoscopic and histological remission, ie
mucosal healing, has become an important therapeutic goal in Crohn's Disease and …

In recent years, the therapeutic goals in ulcerative colitis (UC) have become increasingly
stringent. Histological features seem to be a reliable predictor of disease outcomes after …

The majority of patients with Crohn's disease and a proportion of patients with ulcerative
colitis will ultimately require surgical treatment despite advances in diagnosis, therapy, and …

Mucosal healing on endoscopy has emerged as a key prognostic parameter in the
management of patients with IBD (Crohn's disease, ulcerative colitis/UC) and can predict …

Mucosal healing (MH) is the key therapeutic target of inflammatory bowel disease (IBD). The
evaluation of MH remains challenging, with endoscopy being the golden standard. We …