Maarten R. Struyvenberg - researchr alias

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Viewing Publication 1 - 13 from 13

2021

2020

Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networksT. G. W. Boers, Joost van der Putten, Jeroen de Groof, Maarten R. Struyvenberg, K. Fockens, Wouter L. Curvers, Erik J. Schoon, Fons van der Sommen, Jacques J. Bergman, Peter H. N. de With. miip 2020: 1131315 [doi]

Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural NetworksTim 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. sensors, 20(15):4133, 2020. [doi]

First steps into endoscopic video analysis for Barrett's cancer detection: challenges and opportunitiesJoost 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. micad 2020: [doi]

Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networksJoost 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. nca, 32(14):10705-10717, 2020. [doi]

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopyJoost 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. cmig, 80:101701, 2020. [doi]

Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated studyJoost 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. artmed, 107:101914, 2020. [doi]

The field effect in Barrett's Esophagus: a macroscopic view using white light endoscopy and deep learningLevi Verhage, Joost van der Putten, Fons van der Sommen, Jeroen de Groof, Maarten R. Struyvenberg, Peter H. N. de With. micad 2020: [doi]

2019

A novel clinical gland feature for detection of early Barrett's neoplasia using volumetric laser endomicroscopyThom 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. micad 2019: [doi]

Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus by Combining WLE and BLI ModalitiesJoost 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. isbi 2019: 1127-1131 [doi]

Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's EsophagusJoost 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. miccai 2019: 169-177 [doi]

Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov ModelsJoost 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. icip 2019: 380-384 [doi]

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