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Maarten R. Struyvenberg

Deep-Learning System Detects Neoplasia in Patients With Barrett’s Esophagus With Higher Accuracy Than Endoscopists in a Multistep Training and Validation Study With Benchmarking
2019 · Albert J. de Groof, Maarten R. Struyvenberg, et al. · Gastroenterology · 341
Practical guide to exocrine pancreatic insufficiency – Breaking the myths
2017 · Maarten R. Struyvenberg, Camilia R. Martin, et al. · BMC Medicine · 149
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Machine learning in GI endoscopy: practical guidance in how to interpret a novel field
2020 · Fons van der Sommen, Jeroen de Groof, et al. · Gut · 130
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Deep learning algorithm detection of Barrett’s neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)
2020 · Albert J. de Groof, Maarten R. Struyvenberg, et al. · Gastrointestinal Endoscopy · 127
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The Argos project: The development of a computer‐aided detection system to improve detection of Barrett's neoplasia on white light endoscopy
2019 · Jeroen de Groof, Fons van der Sommen, et al. · United European Gastroenterology Journal · 123
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A computer-assisted algorithm for narrow-band imaging-based tissue characterization in Barrett’s esophagus
2020 · Maarten R. Struyvenberg, Albert J. de Groof, et al. · Gastrointestinal Endoscopy · 85
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Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency
2024 · Tim G.W. Boers, Kiki N. Fockens, et al. · Medical Image Analysis · 45
Blue-light imaging and linked-color imaging improve visualization of Barrett’s neoplasia by nonexpert endoscopists
2020 · Albert J. de Groof, Kiki N. Fockens, et al. · Gastrointestinal Endoscopy · 35
Improved Barrett's neoplasia detection using computer-assisted multiframe analysis of volumetric laser endomicroscopy
2019 · M R Struyvenberg, F van der Sommen, et al. · Diseases of the Esophagus · 27
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Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study
2020 · Joost van der Putten, Jeroen de Groof, et al. · Artificial Intelligence in Medicine · 23
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Impact of Treatments on Diabetic Control and Gastrointestinal Symptoms After Total Pancreatectomy
2017 · Maarten R. Struyvenberg, Zhi Ven Fong, et al. · Pancreas · 23
Ensemble of Deep Convolutional Neural Networks for Classification of Early Barrett’s Neoplasia Using Volumetric Laser Endomicroscopy
2019 · Roger Fonollà, Thom Scheeve, et al. · Applied Sciences · 22
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GastroNet-5M: A Multicenter Dataset for Developing Foundation Models in Gastrointestinal Endoscopy
2025 · Martijn R. Jong, Tim G.W. Boers, et al. · Gastroenterology · 21
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Prospective development and validation of a volumetric laser endomicroscopy computer algorithm for detection of Barrett’s neoplasia
2020 · Maarten R. Struyvenberg, Albert J. de Groof, et al. · Gastrointestinal Endoscopy · 21
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Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy
2020 · Joost van der Putten, Maarten Struyvenberg, et al. · Computerized Medical Imaging and Graphics · 18
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Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett’s Esophagus
2019 · Joost van der Putten, Jeroen de Groof, et al. · Lecture notes in computer science · 17
Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models
2019 · Joost van der Putten, Jeroen de Groof, et al. · Proceedings - International Conference on Image Processing · 16
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Deep Learning Biopsy Marking of Early Neoplasia in Barrett’s Esophagus by Combining WLE and BLI Modalities
2019 · Joost van der Putten, Jacques Bergman, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 12
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244 Computer-aided Detection Algorithm Detects Barrett Neoplasia With High Diagnostic Accuracy During Live Endoscopic Procedures: a Pilot Study.
2020 · Maarten R. Struyvenberg, Jeroen de Groof, et al. · Gastrointestinal Endoscopy · 11
Extra-pancreatic complications, especially hemodialysis predict mortality and length of stay, in ICU patients admitted with acute pancreatitis
2018 · Darshan Kothari, Maarten R Struyvenberg, et al. · Gastroenterology report · 10
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Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks
2020 · Tim Boers, Joost van der Putten, et al. · Sensors · 9
Endoscopy-Driven Pretraining for Classification of Dysplasia in Barrett’s Esophagus with Endoscopic Narrow-Band Imaging Zoom Videos
2020 · Joost van der Putten, Maarten Struyvenberg, et al. · Applied Sciences · 8
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Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function
2019 · Joost van der Putten, Fons van der Sommen, et al. · SPIE Medical Imaging: Image Processing · 8
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Multicenter study on the diagnostic performance of multiframe volumetric laser endomicroscopy targets for Barrett’s esophagus neoplasia with histopathology correlation
2020 · M R Struyvenberg, A J de Groof, et al. · Diseases of the Esophagus · 7
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First steps into endoscopic video analysis for Barrett’s cancer detection: challenges and opportunities
2020 · Joost van der Putten, Jeroen de Groof, et al. · SPIE Medical Imaging: Computer-Aided Diagnosis · 7
Works count: 52
Citation count: 1,335
H-index: 16
I10-index: 20
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