Maarten R. Struyvenberg

Amsterdam, NH, Netherlands

Last Updated: 09/26/2026

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Found 16 publications

GastroNet-5M: A Multicenter Dataset for Developing Foundation Models in Gastrointestinal Endoscopy.

GastroNet-5M: A Multicenter Dataset for Developing Foundation Models in Gastrointestinal Endoscopy.

Journal: Gastroenterology

Published: October 01, 2024

Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency.

Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency.

Journal: Medical image analysis

Published: June 05, 2023

Advanced Imaging and Sampling in Barrett's Esophagus: Artificial Intelligence to the Rescue?

Advanced Imaging and Sampling in Barrett's Esophagus: Artificial Intelligence to the Rescue?

Journal: Gastrointestinal endoscopy clinics of North America

Published: November 20, 2020

Expert assessment on volumetric laser endomicroscopy full scans in Barrett's esophagus patients with or without high grade dysplasia or early cancer.

Expert assessment on volumetric laser endomicroscopy full scans in Barrett's esophagus patients with or without high grade dysplasia or early cancer.

Journal: Endoscopy

Published: June 04, 2020

Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks.

Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks.

Journal: Sensors (Basel, Switzerland)

Published: May 31, 2020

Prospective development and validation of a volumetric laser endomicroscopy computer algorithm for detection of Barrett's neoplasia.

Prospective development and validation of a volumetric laser endomicroscopy computer algorithm for detection of Barrett's neoplasia.

Journal: Gastrointestinal endoscopy

Published: April 06, 2020

Multicenter study on the diagnostic performance of multiframe volumetric laser endomicroscopy targets for Barrett's esophagus neoplasia with histopathology correlation.

Multicenter study on the diagnostic performance of multiframe volumetric laser endomicroscopy targets for Barrett's esophagus neoplasia with histopathology correlation.

Journal: Diseases of the esophagus : official journal of the International Society for Diseases of the Esophagus

Published: March 30, 2020

A computer-assisted algorithm for narrow-band imaging-based tissue characterization in Barrett's esophagus.

A computer-assisted algorithm for narrow-band imaging-based tissue characterization in Barrett's esophagus.

Journal: Gastrointestinal endoscopy

Published: January 21, 2020

Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.

Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.

Journal: Artificial intelligence in medicine

Published: January 08, 2020

Machine learning in GI endoscopy: practical guidance in how to interpret a novel field.

Machine learning in GI endoscopy: practical guidance in how to interpret a novel field.

Journal: Gut

Published: December 12, 2019

Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video).

Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video).

Journal: Gastrointestinal endoscopy

Published: October 24, 2019

Blue-light imaging and linked-color imaging improve visualization of Barrett's neoplasia by nonexpert endoscopists.

Blue-light imaging and linked-color imaging improve visualization of Barrett's neoplasia by nonexpert endoscopists.

Journal: Gastrointestinal endoscopy

Published: October 15, 2019

Showing 1-12 of 16

Last Updated: 09/26/2026