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Maarten R. Struyvenberg
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2020 – today
- 2021
- [c10]Sanne E. Okel, Fons van der Sommen
, Endi Selmanaj, Joost van der Putten, Maarten R. Struyvenberg, Jacques J. G. H. M. Bergman
, Peter H. N. de With:
Tissue-border detection in volumetric laser endomicroscopy using bi-directional gated recurrent neural networks. Medical Imaging: Computer-Aided Diagnosis 2021 - [c9]Endi Selmanaj, Fons van der Sommen
, Sanne E. Okel, Joost van der Putten, Maarten R. Struyvenberg, Jacques J. G. H. M. Bergman
, Peter H. N. de With:
Fast tissue detection in volumetric laser endomicroscopy using convolutional neural networks: an object-detection approach. Medical Imaging: Image Processing 2021 - 2020
- [j4]Joost van der Putten, Jeroen de Groof, Maarten R. Struyvenberg, Tim Boers, Kiki Fockens, Wouter L. Curvers, Erik J. Schoon, Jacques J. Bergman
, Fons van der Sommen
, Peter H. N. de With:
Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study. Artif. Intell. Medicine 107: 101914 (2020) - [j3]Joost van der Putten, Maarten R. Struyvenberg, Jeroen de Groof, Thom Scheeve
, Wouter L. Curvers, Erik J. Schoon, Jacques J. G. H. M. Bergman
, Peter H. N. de With, Fons van der Sommen
:
Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy. Comput. Medical Imaging Graph. 80: 101701 (2020) - [j2]Joost van der Putten
, Fons van der Sommen
, Jeroen de Groof, Maarten R. Struyvenberg, Svitlana Zinger, Wouter L. Curvers, Erik J. Schoon, Jacques J. Bergman
, Peter H. N. de With:
Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks. Neural Comput. Appl. 32(14): 10705-10717 (2020) - [j1]Tim Boers, Joost van der Putten
, Maarten R. Struyvenberg, Kiki Fockens, Jelmer Jukema
, Erik J. Schoon, Fons van der Sommen
, Jacques J. Bergman
, Peter H. N. de With:
Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks. Sensors 20(15): 4133 (2020) - [c8]Joost van der Putten, Jeroen de Groof, Fons van der Sommen
, Maarten R. Struyvenberg, Svitlana Zinger, Wouter L. Curvers, Erik J. Schoon, Jacques J. Bergman
, Peter H. N. de With:
First steps into endoscopic video analysis for Barrett's cancer detection: challenges and opportunities. Medical Imaging: Computer-Aided Diagnosis 2020 - [c7]Levi Verhage, Joost van der Putten, Fons van der Sommen
, Jeroen de Groof, Maarten R. Struyvenberg, Peter H. N. de With:
The field effect in Barrett's Esophagus: a macroscopic view using white light endoscopy and deep learning. Medical Imaging: Computer-Aided Diagnosis 2020 - [c6]T. G. W. Boers, Joost van der Putten, Jeroen de Groof, Maarten R. Struyvenberg, Kiki Fockens, Wouter L. Curvers, Erik J. Schoon, Fons van der Sommen
, Jacques J. Bergman
, Peter H. N. de With:
Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks. Medical Imaging: Image Processing 2020: 1131315
2010 – 2019
- 2019
- [c5]Joost van der Putten, Jeroen de Groof, Fons van der Sommen
, Maarten R. Struyvenberg, Svitlana Zinger, Wouter L. Curvers, Erik J. Schoon, Jacques J. Bergman
, Peter H. N. de With:
Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models. ICIP 2019: 380-384 - [c4]Joost van der Putten, Rogier R. Wildeboer, Jeroen de Groof, Ruud van Sloun
, Maarten R. Struyvenberg, Fons van der Sommen
, Svitlana Zinger, Wouter L. Curvers, Erik J. Schoon, Jacques J. Bergman
, Peter H. N. de With:
Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus by Combining WLE and BLI Modalities. ISBI 2019: 1127-1131 - [c3]Thom Scheeve
, Maarten R. Struyvenberg, Wouter L. Curvers, Albert J. de Groof, Erik J. Schoon, Jacques J. G. H. M. Bergman
, Fons van der Sommen
, Peter H. N. de With:
A novel clinical gland feature for detection of early Barrett's neoplasia using volumetric laser endomicroscopy. Medical Imaging: Computer-Aided Diagnosis 2019: 109501Y - [c2]Joost van der Putten, Jeroen de Groof, Fons van der Sommen
, Maarten R. Struyvenberg, Svitlana Zinger, Wouter L. Curvers, Erik J. Schoon, Jacques J. Bergman
, Peter H. N. de With:
Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus. MLMI@MICCAI 2019: 169-177 - [c1]Joost van der Putten, Fons van der Sommen
, Maarten R. Struyvenberg, Jeroen de Groof, Wouter L. Curvers, Erik J. Schoon, Jacques J. G. H. M. Bergman
, Peter H. N. de With:
Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function. Medical Imaging: Image Processing 2019: 109492J
Coauthor Index
aka: Jacques J. G. H. M. Bergman
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