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Updated: Nov 12, 2025

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
Artificial Intelligence Research and Development for Application in Video Capsule Endoscopy
Peter Sullivan1, Shradha Gupta1, Patrick D Powers1
1Division of Gastroenterology, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA 01655, USA.
Abstract:
Artificial intelligence (AI) research for medical applications has expanded quickly. Advancements in computer processing now allow for the development of complex neural network architectures (eg, convolutional neural networks) that are capable of extracting and learning complex features from massive data sets, including large image databases. Gastroenterology and endoscopy are well suited for AI research. Video capsule endoscopy is an ideal platform for AI model research given the large amount of data produced by each capsule examination and the annotated databases that are already available. Studies have demonstrated high performance for applications of capsule-based AI models developed for various pathologic conditions.
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