Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos [PDF]
arXivAccurate assessment of disease severity from endoscopy videos in ulcerative colitis (UC) is crucial for evaluating drug efficacy in clinical trials. Severity is often measured by the Mayo Endoscopic Subscore (MES) and Ulcerative Colitis Endoscopic Index of Severity (UCEIS) score. However, expert MES/UCEIS annotation is time-consuming and susceptible to
arxiv
EndoDINO: A Foundation Model for GI Endoscopy [PDF]
arXivIn this work, we present EndoDINO, a foundation model for GI endoscopy tasks that achieves strong generalizability by pre-training on a well-curated image dataset sampled from the largest known GI endoscopy video dataset in the literature. Specifically, we pre-trained ViT models with 1B, 307M, and 86M parameters using datasets ranging from 100K to 10M ...
arxiv
AGA Clinical Practice Guidelines on the Management of Moderate to Severe Ulcerative Colitis.
Gastroenterology, 2020 J. Feuerstein +5 more
semanticscholar +1 more source
Deep Bayesian Active Learning-to-Rank with Relative Annotation for Estimation of Ulcerative Colitis Severity [PDF]
Medical Image Analysis 2024Automatic image-based severity estimation is an important task in computer-aided diagnosis. Severity estimation by deep learning requires a large amount of training data to achieve a high performance. In general, severity estimation uses training data annotated with discrete (i.e., quantized) severity labels.
arxiv
Striking elevation in the incidence and prevalence of inflammatory bowel disease in a province of Western Hungary between 1977-2001 [PDF]
, 2004 AIM: An investigation into inflammatory bowel disease and colorectal cancer in Veszprem Province was conducted from 1977 to 2001. METHODS: Both hospital and outpatient records were collected and reviewed comprehensively.
Balogh, Mihály +6 more
core
VIGIL: Vision-Language Guided Multiple Instance Learning Framework for Ulcerative Colitis Histological Healing Prediction [PDF]
arXivObjective: Ulcerative colitis (UC), characterized by chronic inflammation with alternating remission-relapse cycles, requires precise histological healing (HH) evaluation to improve clinical outcomes. To overcome the limitations of annotation-intensive deep learning methods and suboptimal multi-instance learning (MIL) in HH prediction, we propose VIGIL,
arxiv
Journal of Functional FoodsUlcerative colitis is a type of inflammatory bowel disease (IBD) that has risen around the world in recent years. Diet, lifestyle, genetics, stress, are the risk factors of ulcerative colitis.
Najmeh Oliyaei +7 more
doaj
Survey of demographic characteristics and diagnostic features of Ulcerative colitis patients in Ardabil province [PDF]
Introduction :Ulcerative colitis is an inflammatory disease of gastrointestinal tract. Although, determination of epidemiological characteristics and risk factors and clinical features and treatment, can lead to management of this disease, we therefore ...
ادیبان, وحید +2 more
core
Switching from reference infliximab to CT-P13 in patients with inflammatory bowel disease: 12 months results [PDF]
, 2017 Background: Biological agents, such as infliximab, have transformed the outcomes of patients with immune-mediated inflammatory diseases. The advent of biosimilar treatment options such as CT-P13 promises to improve the availability of biological therapy,
Argüelles Arias, Federico +7 more
core
Ulcerative colitis in Nigerian children: A report of two cases and review of the literature
Nigerian Journal of Paediatrics: Ulcerative colitis (UC) is a relapsing, idiopathic chronic inflammatory disorder of colon characterised by ulcerations of the colon with bleeding, mucosal crypt abscesses and inflammatory pseudo polyps associated with abdominal pain with tenesmus and ...
Akinyinka OO +7 more
doaj