Jeroen de Groof

297 – Deep Learning Algorithm for Characterization of Barrett's Neoplasia Demonstrates High Accuracy on Nbi-Zoom Images

Joost van der Putten, Fons van der Sommen, Wouter L. Curvers, 2019 .

Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2020, Medical Imaging: Image Processing.

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 segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function

Joost van der Putten, Fons van der Sommen, Peter H. N. de With, 2019, Medical Imaging: Image Processing.

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..

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).

Mo1163 ENDOSCOPY-DRIVEN ALGORITHM IDENTIFIES BARRETT NEOPLASIA WITH HIGH ACCURACY USING NBI-ZOOM VIDEOS: AN INTERNATIONAL MULTICENTER STUDY.

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

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 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).

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.