Development and validation of a deep neural network for accurate evaluation of endoscopic images from patients with ulcerative colitis

K Takenaka, K Ohtsuka, T Fujii, M Negi, K Suzuki… - Gastroenterology, 2020 - Elsevier
… with ulcerative colitis (… artificial intelligence (AI) and deep learning in various medical
and endoscopic fields may exist.9, 10, 11, 12, 13 A deep neural network is an AI machine-learning

A machine learning model accurately predicts ulcerative colitis activity at one year in patients treated with anti-tumour necrosis factor α agents

IV Popa, A Burlacu, C Mihai, CC Prelipcean - Medicina, 2020 - mdpi.com
… Modern artificial intelligence/machine learning (ML) solutions may fill this knowledge gap by
in-depth investigation of the large clinical datasets available. To date, several innovative ML-…

Review of use of artificial intelligence in endoscopy and disease activity in ulcerative colitis

E Karakasidis - Endoscopy, 2023 - thieme-connect.com
… up of patients with ulcerative colitis given that mucosal healing … be circumvented with the
usage of artificial intelligence (AI) … of artificial intelligence AND endoscopy AND ulcerative colitis. …

Machine Learning for Predicting Biologic Agent Efficacy in Ulcerative Colitis: An Analysis for Generalizability and Combination with Computational Models

P Pinton - Diagnostics, 2024 - mdpi.com
… ) in ulcerative colitis: Development of a novel simplified histological score for monitoring
mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence

Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning

HM Khorasani, H Usefi, L Peña-Castillo - Scientific reports, 2020 - nature.com
Ulcerative colitis (UC) is one of the most common forms of inflammatory bowel disease (IBD)
characterized by inflammation of the mucosal layer of the colon. Diagnosis of UC is based …

[HTML][HTML] Artificial intelligence in inflammatory bowel disease: implications for clinical practice and future directions

HA Ahmad, JE East, R Panaccione… - Intestinal …, 2023 - synapse.koreamed.org
… Crohn’s disease and ulcerative colitis and is … Artificial intelligence represents a new era
within the field of gastroenterology, and the amount of research surrounding artificial intelligence

Building an AI Support Tool for Real-Time Ulcerative Colitis Diagnosis

BL Møller, BZS Lo, J Burisch, F Bendtsen, I Vind… - KI-Künstliche …, 2024 - Springer
Ulcerative Colitis (UC) is a chronic inflammatory bowel disease decreasing life quality … We
propose using a machine-learning based MES classification system to support the endoscopic …

Automated endoscopic assessment in ulcerative colitis: the next frontier

JK Limdi, FA Farraye - Gastrointestinal Endoscopy, 2021 - giejournal.org
… logical and unsurprising progression through exploration of artificial intelligence (AI) and its
potential to augment quality in clinical medicine. Machine learning of available big data sets, …

P598 Validating and Enhancing Real-time Disease Severity Classification in Ulcerative Colitis: Artificial Intelligence as a Second Opinion Trigger

BZS Lo, B Møller, C Igel, S Wildt, I Vind… - … Crohn's and Colitis, 2024 - academic.oup.com
Background Endoscopic ulcerative colitis (UC) severity classification shows high interobserver
variance. Our prior study proved AI matches central reading scoring still images. To be …

Artificial intelligence in endoscopy related to inflammatory bowel disease: A systematic review

P Pal, K Pooja, Z Nabi, R Gupta, M Tandan… - Indian Journal of …, 2024 - Springer
ulcerative colitis (UC) in 2003, the role of AI in IBD endoscopy still remains poorly defined in
the clinical management of IBD [… of artificial intelligence in differentiating ulcerative colitis (UC…