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M. Struyvenberg · SciRah

Researcher profile · Semantic Scholar

M. Struyvenberg

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M. Struyvenberg — researcher profile on SciRah

h-index: 14
Works: 42
Citations: 1,087

Most-cited papers

Deep-Learning System Detects Neoplasia in Patients With Barrett's Esophagus With Higher Accuracy Than Endoscopists in a Multi-Step Training and Validation Study with Benchmarking.
A. D. de Groof, M. Struyvenberg, J. A. van der Putten, F. van der Sommen +15 more
2019Gastroenterology309 citations Open access
Semantic Scholar
Practical guide to exocrine pancreatic insufficiency – Breaking the myths
M. Struyvenberg, Camilia R. Martin, S. Freedman
2017BMC Medicine134 citations Open access
Semantic Scholar
Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video).
A. D. de Groof, M. Struyvenberg, K. Fockens, J. A. van der Putten +9 more
2020Gastrointestinal Endoscopy117 citations Open access
Semantic Scholar
The Argos project: The development of a computer-aided detection system to improve detection of Barrett's neoplasia on white light endoscopy
J. de Groof, F. van der Sommen, J. A. van der Putten, M. Struyvenberg +9 more
2019United European Gastroenterology journal117 citations Open access
Semantic Scholar
A computer-assisted algorithm for narrow-band-imaging-based tissue characterization in Barrett's esophagus.
M. Struyvenberg, A. D. de Groof, J. A. van der Putten, F. van der Sommen +9 more
2020Gastrointestinal Endoscopy79 citations Open access
Semantic Scholar
Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency
T. Boers, K. Fockens, J. A. van der Putten, T. Jaspers +8 more
2024Medical Image Anal.47 citations Open access
Semantic Scholar
GastroNet-5M: A Multicenter Dataset for Developing Foundation Models in Gastrointestinal Endoscopy.
M. Jong, T. Boers, K. Fockens, J. Jukema +11 more
2025Gastroenterology38 citations Open access
Semantic Scholar
Blue-light imaging and linked-color imaging improve visualization of Barrett's neoplasia by nonexpert endoscopists.
A. D. de Groof, K. Fockens, M. Struyvenberg, R. Pouw +6 more
2020Gastrointestinal Endoscopy35 citations Open access
Semantic Scholar
Improved Barrett's neoplasia detection using computer-assisted multiframe analysis of volumetric laser endomicroscopy.
M. Struyvenberg, F. van der Sommen, A. Swager, A. D. de Groof +5 more
2019Diseases of the esophagus28 citations Open access
Semantic Scholar
Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus
J. A. van der Putten, J. de Groof, F. W. van der Sommen, M. Struyvenberg +5 more
2019MLMI@MICCAI20 citations Open access
Semantic Scholar
Ensemble of Deep Convolutional Neural Networks for Classification of Early Barrett’s Neoplasia Using Volumetric Laser Endomicroscopy
R. Fonollá, T. Scheeve, M. Struyvenberg, W. Curvers +5 more
2019Applied Sciences19 citations Open access
Semantic Scholar
Impact of Treatments on Diabetic Control and Gastrointestinal Symptoms After Total Pancreatectomy
M. Struyvenberg, Z. Fong, Camilia R. Martin, Jennifer F. Tseng +5 more
2017Pancreas19 citations
Semantic Scholar
Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study
J. A. van der Putten, J. de Groof, M. Struyvenberg, T. Boers +6 more
2020Artif. Intell. Medicine18 citations Open access
Semantic Scholar
Prospective development and validation of a volumetric laser endomicroscopy computer algorithm for detection of Barrett's neoplasia.
M. Struyvenberg, A. D. de Groof, R. Fonollá, F. van der Sommen +20 more
2020Gastrointestinal Endoscopy17 citations Open access
Semantic Scholar
Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy
J. A. van der Putten, M. Struyvenberg, J. de Groof, T. Scheeve +5 more
2020Comput. Medical Imaging Graph.14 citations Open access
Semantic Scholar
Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models
J. A. van der Putten, J. de Groof, F. W. van der Sommen, M. Struyvenberg +5 more
2019International Conference on Information Photonics12 citations Open access
Semantic Scholar
Deep Learning Biopsy Marking of Early Neoplasia in Barrett’s Esophagus by Combining WLE and BLI Modalities
J. A. van der Putten, R. Wildeboer, J. de Groof, R. V. van Sloun +7 more
2019IEEE International Symposium on Biomedical Imaging10 citations Open access
Semantic Scholar
Extra-pancreatic complications, especially hemodialysis predict mortality and length of stay, in ICU patients admitted with acute pancreatitis
D. Kothari, M. Struyvenberg, Michael C. Perillo, Ghideon Ezaz +2 more
2018Gastroenterology Report10 citations Open access
Semantic Scholar
244 COMPUTER-AIDED DETECTION ALGORITHM DETECTS BARRETT NEOPLASIA WITH HIGH DIAGNOSTIC ACCURACY DURING LIVE ENDOSCOPIC PROCEDURES: A PILOT STUDY.
M. Struyvenberg, J. de Groof, K. Fockens, J. A. van der Putten +9 more
2020Gastrointestinal Endoscopy8 citations
Semantic Scholar
Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks
T. Boers, J. A. van der Putten, M. Struyvenberg, K. Fockens +5 more
2020Italian National Conference on Sensors7 citations Open access
Semantic Scholar
Endoscopy-Driven Pretraining for Classification of Dysplasia in Barrett’s Esophagus with Endoscopic Narrow-Band Imaging Zoom Videos
J. A. van der Putten, M. Struyvenberg, J. de Groof, W. Curvers +5 more
2020Applied Sciences6 citations Open access
Semantic Scholar
Expert assessment on volumetric laser endomicroscopy full scans in Barrett’s esophagus patients with or without high grade dysplasia or early cancer
M. Struyvenberg, A. Kahn, D. Fleischer, A. Swager +15 more
2020Endoscopy6 citations Open access
Semantic Scholar
297 – Deep Learning Algorithm for Characterization of Barrett's Neoplasia Demonstrates High Accuracy on Nbi-Zoom Images
M. Struyvenberg, J. de Groof, J. A. van der Putten, F. W. van der Sommen +6 more
2019Gastroenterology6 citations Open access
Semantic Scholar
Advanced Imaging and Sampling in Barrett's Esophagus: Artificial Intelligence to the Rescue?
M. Struyvenberg, A. D. de Groof, J. Bergman, F. van der Sommen +3 more
2021Gastrointestinal Endoscopy Clinics of North America5 citations Open access
Semantic Scholar
Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks
T. Boers, J. A. van der Putten, J. de Groof, M. Struyvenberg +6 more
2020Image Processing3 citations Open access
Semantic Scholar
First steps into endoscopic video analysis for Barrett’s cancer detection: challenges and opportunities
J. A. van der Putten, J. de Groof, F. van der Sommen, M. Struyvenberg +5 more
2020Medical Imaging3 citations Open access
Semantic Scholar
Modeling clinical assessor intervariability using deep hypersphere encoder–decoder networks
J. A. van der Putten, F. van der Sommen, J. de Groof, M. Struyvenberg +5 more
2019Neural computing & applications (Print)3 citations Open access
Semantic Scholar
640 THE ARGOS PROJECT: FIRST DEEP LEARNING ALGORITHM FOR DETECTION OF BARRETT’S NEOPLASIA OUTPERFORMS CONVENTIONAL COMPUTER AIDED DETECTION SYSTEMS IN A MULTI-STEP TRANING AND EXTERNAL VALIDATION STUDY
J. de Groof, M. Struyvenberg, J. A. van der Putten, F. W. van der Sommen +9 more
2019Gastrointestinal Endoscopy2 citations
Semantic Scholar
A novel clinical gland feature for detection of early Barrett’s neoplasia using volumetric laser endomicroscopy
T. Scheeve, M. Struyvenberg, W. Curvers, A. D. de Groof +4 more
2019Medical Imaging2 citations Open access
Semantic Scholar
Tissue-border detection in volumetric laser endomicroscopy using bi-directional gated recurrent neural networks
Sanne E. Okel, F. van der Sommen, Endi Selmanaj, J. A. van der Putten +3 more
2021Medical Imaging1 citations Open access
Semantic Scholar
The field effect in Barrett's Esophagus: a macroscopic view using white light endoscopy and deep learning
L. Verhage, J. A. van der Putten, F. van der Sommen, J. de Groof +2 more
2020Medical Imaging1 citations Open access
Semantic Scholar
Fast tissue detection in volumetric laser endomicroscopy using convolutional neural networks: an object-detection approach
Endi Selmanaj, F. van der Sommen, Sanne E. Okel, J. A. van der Putten +3 more
2021Medical Imaging0 citations Open access
Semantic Scholar
Mo1164 VOLUMETRIC LASER ENDOMICROSCOPY FOR IDENTIFICATION OF BARRETT NEOPLASIA IN HISTOPATHOLOGY CORRELATED MULTIPLE-FRAME TARGETS BY 10 VLE EXPERTS
M. Struyvenberg, J. de Groof, A. Kahn, B. Weusten +14 more
20200 citations
Semantic Scholar
Mo1163 ENDOSCOPY-DRIVEN ALGORITHM IDENTIFIES BARRETT NEOPLASIA WITH HIGH ACCURACY USING NBI-ZOOM VIDEOS: AN INTERNATIONAL MULTICENTER STUDY.
M. Struyvenberg, J. de Groof, J. A. van der Putten, F. W. van der Sommen +7 more
20200 citations
Semantic Scholar
Sa2026 EXPLOITING INTERVARIABLITY OF EXPERT ANNOTATIONS FOR EARLY BARRETT'S CANCER IN WHITE LIGHT ENDOSCOPY LEADS TO BETTER LOCALIZATION PERFORMANCE OF AI ALGORITHMS
J. A. van der Putten, F. W. van der Sommen, J. de Groof, M. Struyvenberg +5 more
20200 citations Open access
Semantic Scholar
245 BLUE LIGHT IMAGING AND LINKED COLOR IMAGING IMPROVE VISUALIZATION OF BARRETT NEOPLASIA BY NON-EXPERT ENDOSCOPISTS
J. de Groof, K. Fockens, M. Struyvenberg, R. Pouw +6 more
2020Gastrointestinal Endoscopy0 citations Open access
Semantic Scholar
1073 COMPUTER ALGORITHM DETECTS EARLY BARRETT'S CANCER WITH HIGH ACCURACY DURING LIVE ENDOSCOPIC PROCEDURES
M. Struyvenberg, J. de Groof, K. Fockens, J. A. van der Putten +8 more
20200 citations
Semantic Scholar
Tu1501 ADDITION OF LINKED COLOR IMAGING TO WHITE LIGHT ENDOSCOPY IMPROVES DELINEATION PERFORMANCE OF EARLY GASTRIC CANCER LESIONS BY NON-EXPERT ENDOSCOPISTS
K. Fockens, M. Struyvenberg, J. de Groof, Tsevelnorov Khurelbaatar +7 more
2020Gastrointestinal Endoscopy0 citations Open access
Semantic Scholar
Modeling clinical assessor intervariability using deep hypersphere auto-encoders
J. A. van der Putten, F. W. van der Sommen, J. de Groof, M. Struyvenberg +4 more
20190 citations
Semantic Scholar
Tissue segmentation in volumetric laser endomicroscopy data using U-net and a domain-specific loss function
J. A. van der Putten, F. W. van der Sommen, M. Struyvenberg, J. de Groof +4 more
20180 citations
Semantic Scholar
Tu1962 - Improved Barrett's Neoplasia Detection Using Computer Assisted Multi-Frame Analysis of Volumetric Laser Endomicroscopy Images
M. Struyvenberg, A. Rikos, F. W. van der Sommen, S. Zinger +2 more
20180 citations
Semantic Scholar
Iatrogenic Events in ICU Patients Hospitalized for Acute Pancreatitis: A Retrospective Cohort Study
D. Kothari, M. Struyvenberg, Michael C. Perillo, S. Freedman +1 more
20170 citations
Semantic Scholar

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