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Wouter L. Curvers
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2020 – today
- 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
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
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
Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks. Neural Comput. Appl. 32(14): 10705-10717 (2020) - [c9]Joost van der Putten, Jeroen de Groof, Fons van der Sommen
First steps into endoscopic video analysis for Barrett's cancer detection: challenges and opportunities. Computer-Aided Diagnosis 2020 - [c8]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
Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks. Image Processing 2020: 1131315
2010 – 2019
- 2019
- [c7]Joost van der Putten, Jeroen de Groof, Fons van der Sommen
Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models. ICIP 2019: 380-384 - [c6]Joost van der Putten, Rogier R. Wildeboer, Jeroen de Groof, Ruud van Sloun
Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus by Combining WLE and BLI Modalities. ISBI 2019: 1127-1131 - [c5]Thom Scheeve
A novel clinical gland feature for detection of early Barrett's neoplasia using volumetric laser endomicroscopy. Computer-Aided Diagnosis 2019: 109501Y - [c4]Joost van der Putten, Jeroen de Groof, Fons van der Sommen
Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus. MLMI@MICCAI 2019: 169-177 - [c3]Joost van der Putten, Fons van der Sommen
Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function. Image Processing 2019: 109492J - 2018
- [j1]Fons van der Sommen
Predictive features for early cancer detection in Barrett's esophagus using Volumetric Laser Endomicroscopy. Comput. Medical Imaging Graph. 67: 9-20 (2018) - 2017
- [c2]Alexandros Rikos, Fons van der Sommen
Improved Barrett's Cancer Detection in Volumetric Laser Endomicroscopy Scans Using Multiple-Frame Voting. CBMS 2017: 708-713 - [c1]Sander Klomp
Evaluation of image features and classification methods for Barrett's cancer detection using VLE imaging. Computer-Aided Diagnosis 2017: 101340D
Coauthor Index
aka: Jacques J. G. H. M. Bergman
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