M. Struyvenberg

发表

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. Meining, J. Dent, H. Neuhaus, 2019, Gastroenterology.

The Argos project: The development of a computer-aided detection system to improve detection of Barrett's neoplasia on white light endoscopy

A. Meining, H. Neuhaus, E. Schoon, 2019, United European gastroenterology journal.

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

E. Schoon, W. Curvers, J. Bergman, 2020, Gastrointestinal endoscopy.

Improved Barrett's neoplasia detection using computer-assisted multiframe analysis of volumetric laser endomicroscopy.

E. Schoon, W. Curvers, J. Bergman, 2019, Diseases of the esophagus : official journal of the International Society for Diseases of the Esophagus.

Extra-pancreatic complications, especially hemodialysis predict mortality and length of stay, in ICU patients admitted with acute pancreatitis

S. Freedman, M. Struyvenberg, D. Kothari, 2018, Gastroenterology report.

Ensemble of Deep Convolutional Neural Networks for Classification of Early Barrett’s Neoplasia Using Volumetric Laser Endomicroscopy

E. Schoon, W. Curvers, J. Bergman, 2019, Applied Sciences.

The Argos project: The development of a computer-aided detection system to improve detection of Barrett's neoplasia on white light endoscopy

A. Meining, H. Neuhaus, P. D. With, 2019, United European gastroenterology journal.

The field effect in Barrett's Esophagus: a macroscopic view using white light endoscopy and deep learning

Peter H. N. de With, Joost van der Putten, Jeroen de Groof, 2020, Medical Imaging.

Practical guide to exocrine pancreatic insufficiency – Breaking the myths

Steven D. Freedman, Maarten R. Struyvenberg, S. Freedman, 2017, BMC Medicine.

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

V. Konda, C. Lightdale, M. Wallace, 2020, Gastrointestinal endoscopy.

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

M. Vieth, E. Schoon, W. Curvers, 2020, Gastrointestinal endoscopy.

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

N. Mostafavi, E. Schoon, W. Curvers, 2020, Gastrointestinal endoscopy.

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

V. Konda, W. Curvers, J. Bergman, 2021, Gastrointestinal endoscopy clinics of North America.

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

V. Konda, C. Lightdale, M. Wallace, 2020, Diseases of the esophagus : official journal of the International Society for Diseases of the Esophagus.

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

V. Konda, Kenneth K Wang, C. Lightdale, 2020, Endoscopy.

Endoscopy-Driven Pretraining for Classification of Dysplasia in Barrett’s Esophagus with Endoscopic Narrow-Band Imaging Zoom Videos

Joost van der Putten, Fons van der Sommen, Wouter L. Curvers, 2020, Applied Sciences.

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2020, Comput. Medical Imaging Graph..

Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2019, MLMI@MICCAI.

Tissue-border detection in volumetric laser endomicroscopy using bi-directional gated recurrent neural networks

Peter H. N. de With, Maarten R. Struyvenberg, Joost van der Putten, 2021, Medical Imaging.

Modeling clinical assessor intervariability using deep hypersphere encoder–decoder networks

Peter H. N. de With, Joost van der Putten, Fons van der Sommen, 2019, Neural Computing and Applications.

Impact of Treatments on Diabetic Control and Gastrointestinal Symptoms After Total Pancreatectomy

S. Freedman, Camilia R. Martin, M. Struyvenberg, 2017, Pancreas.

Practical guide to exocrine pancreatic insufficiency – Breaking the myths

S. Freedman, Camilia R. Martin, M. Struyvenberg, 2017, BMC Medicine.

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

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2020, Artif. Intell. Medicine.

244 COMPUTER-AIDED DETECTION ALGORITHM DETECTS BARRETT NEOPLASIA WITH HIGH DIAGNOSTIC ACCURACY DURING LIVE ENDOSCOPIC PROCEDURES: A PILOT STUDY.

J. Bergman, R. Bisschops, M. Struyvenberg, 2020, Gastrointestinal Endoscopy.

Deep Learning Biopsy Marking of Early Neoplasia in Barrett’s Esophagus by Combining WLE and BLI Modalities

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

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

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2020, Sensors.

Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2019, 2019 IEEE International Conference on Image Processing (ICIP).