Article

Whole-Case Artificial Intelligence for Diagnostic Escalation in Endoscopically Suspected Borrmann Type IV Gastric Cancer

2026-07-28

Abstract excerpt

<title>Abstract</title> <p>Background Borrmann type IV advanced gastric cancer (B-IV AGC) is a diffusely infiltrative cancer that mimics hypertrophic gastritis on endoscopy, with superficial forceps biopsy frequently non-diagnostic, contributing to delayed diagnosis and poor prognosis. Existing endoscopic artificial intelligence (AI) studies have predominantly evaluated curated single-image datasets, an approach...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 08759649-c659-5bf8-a744-55a86eb15d0f
DOI: 10.21203/rs.3.rs-10151479/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Whole-Case Artificial Intelligence for Diagnostic Escalation in Endoscopically Suspected Borrmann Type IV Gastric CancerDOI 10.21203/rs.3.rs-10151479/v1Read

GutCore: An Endoscopy Foundation Model for Whole-Case Gastric Cancer AnalysisSemantic proximity Read

Screening of normal endoscopic large bowel biopsies with artificial intelligence: a retrospective studySemantic proximity Read

Accurate Diagnosis of Colorectal Cancer Based on Histopathology Images Using Artificial IntelligenceSemantic proximity Read

SydneyMTL: Interpretable Multi-Task Learning for Complete Sydney System Assessment in Gastric BiopsiesSemantic proximity Read

A Clinical Benchmark of Foundation Models: Towards Reliable Morphological Subtyping and Cancer Detection on Real-World Barrett’s Esophagus DataSemantic proximity Read

Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal PathologySemantic proximity Read

Generalizing AI-driven Assessment of Immunohistochemistry across Immunostains and Cancer Types: A Universal Immunohistochemistry AnalyzerSemantic proximity Read

Digital Pathology Predicts Immunotherapy Response and Maps Spatial Biomarkers in Gastric CancerSemantic proximity Read

Clinically applicable histopathological diagnosis system for gastric cancer detection using deep learningSemantic proximity Read

Beyond Binary: Four-Class Risk Stratification from Gastrointestinal Endoscopy Using Asymmetric-Cost Lightweight CNN–Transformer LearningSemantic proximity Read

Biomimetic Transfer Learning-based Complex Gastrointestinal Polyp ClassificationSemantic proximity Read

Artificial intelligence in pancreatic cancer histopathology and diagnostics - implications for clinical decisions and biomarker discovery?Semantic proximity Read