Machine Learning Creates a Simple Endoscopic Classification System that Improves Dysplasia Detection in Barrett's Oesophagus amongst Non‐expert Endoscopists

V Sehgal, A Rosenfeld, DG Graham… - Gastroenterology …, 2018 - Wiley Online Library
Introduction. Barrett's oesophagus (BE) is a precursor to oesophageal adenocarcinoma
(OAC). Endoscopic surveillance is performed to detect dysplasia arising in BE as it is likely …

[HTML][HTML] Role of artificial intelligence in diagnosing Barrett's esophagus-related neoplasia

M Meinikheim, H Messmann, A Ebigbo - Clin Endosc, 2023 - synapse.koreamed.org
Barrett's esophagus is associated with an increased risk of adenocarcinoma. Thorough
screening during endoscopic surveillance is crucial to improve patient prognosis. Detecting …

Development of a deep learning model for the histologic diagnosis of dysplasia in Barrett's esophagus

S Faghani, DC Codipilly, D Vogelsang… - Gastrointestinal …, 2022 - Elsevier
Background and Aims The risk of progression in Barrett's esophagus (BE) increases with
development of dysplasia. There is a critical need to improve the diagnosis of BE dysplasia …

A new artificial intelligence system successfully detects and localises early neoplasia in Barrett's esophagus by using convolutional neural networks

M Hussein, J González‐Bueno Puyal… - United European …, 2022 - Wiley Online Library
Background and aims Seattle protocol biopsies for Barrett's Esophagus (BE) surveillance
are labour intensive with low compliance. Dysplasia detection rates vary, leading to missed …

[HTML][HTML] Advancement of artificial intelligence systems for surveillance endoscopy of Barrett's esophagus

MR Jong, AJ de Groof - Digestive and Liver Disease, 2024 - Elsevier
Barrett's esophagus (BE) is a precursor disease for esophageal adenocarcinoma. Timely
detection and treatment has significant influence on patient outcomes. Over the last years …

Artificial intelligence in Barrett's Esophagus

N Hamade, P Sharma - Therapeutic Advances in …, 2021 - journals.sagepub.com
Despite advances in endoscopic imaging modalities, there are still significant miss rates of
dysplasia and cancer in Barrett's esophagus. Artificial intelligence (AI) is a promising tool …

Influence of artificial intelligence on the diagnostic performance of endoscopists in the assessment of Barrett's esophagus: a tandem randomized and video trial

M Meinikheim, R Mendel, C Palm, A Probst… - …, 2024 - thieme-connect.com
Background This study evaluated the effect of an artificial intelligence (AI)-based clinical
decision support system on the performance and diagnostic confidence of endoscopists in …

[HTML][HTML] Artificial intelligence system for the detection of Barrett's esophagus

MC Tsai, HH Yen, HY Tsai, YK Huang… - World Journal of …, 2023 - ncbi.nlm.nih.gov
BACKGROUND Barrett's esophagus (BE), which has increased in prevalence worldwide, is
a precursor for esophageal adenocarcinoma. Although there is a gap in the detection rates …

Novel probe-based confocal laser endomicroscopy criteria and interobserver agreement for the detection of dysplasia in Barrett's esophagus

S Gaddam, SC Mathur, M Singh, J Arora… - Official journal of the …, 2011 - journals.lww.com
OBJECTIVES: Probe-based confocal laser endomicroscopy (pCLE) is an imaging technique
that allows real-timein vivohistological assessment of Barrett's esophagus (BE). The …

[HTML][HTML] Deep learning for histopathological assessment of esophageal adenocarcinoma precursor lesions

M Botros, OJ de Boer, B Cardenas, EJ Bekkers… - Modern Pathology, 2024 - Elsevier
Histopathological assessment of esophageal biopsies is a key part in the management of
patients with Barrett's esophagus (BE) but prone to observer variability and reliable …