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Fons van der Sommen
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Why rankings of biomedical image analysis competitions should be interpreted with care
L Maier-Hein, M Eisenmann, A Reinke, S Onogur, M Stankovic, P Scholz, ...
Nature communications 9 (1), 5217, 2018
2292018
Deep-learning system detects neoplasia in patients with Barrett’s esophagus with higher accuracy than endoscopists in a multistep training and validation study with benchmarking
AJ de Groof, MR Struyvenberg, J van der Putten, F van der Sommen, ...
Gastroenterology 158 (4), 915-929. e4, 2020
2162020
Computer-aided detection of early neoplastic lesions in Barrett’s esophagus
F van der Sommen, S Zinger, WL Curvers, R Bisschops, O Pech, ...
Endoscopy 48 (07), 617-624, 2016
1482016
Computer-aided detection of early Barrett’s neoplasia using volumetric laser endomicroscopy
AF Swager, F van der Sommen, SR Klomp, S Zinger, SL Meijer, ...
Gastrointestinal endoscopy 86 (5), 839-846, 2017
1272017
The argos project: the development of a computer-aided detection system to improve detection of Barrett's neoplasia on white light endoscopy
J Groof, F van der Sommen, J van der Putten, MR Struyvenberg, S Zinger, ...
United European gastroenterology journal 7 (4), 538-547, 2019
982019
Machine learning in GI endoscopy: practical guidance in how to interpret a novel field
F van der Sommen, J de Groof, M Struyvenberg, J van der Putten, T Boers, ...
Gut 69 (11), 2035-2045, 2020
83*2020
Deep learning algorithm detection of Barrett’s neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)
AJ de Groof, MR Struyvenberg, KN Fockens, J van der Putten, ...
Gastrointestinal endoscopy 91 (6), 1242-1250, 2020
772020
Supportive automatic annotation of early esophageal cancer using local gabor and color features
F Van Der Sommen, S Zinger, EJ Schoon, PHN De With
Neurocomputing 144, 92-106, 2014
592014
Standalone performance of artificial intelligence for upper GI neoplasia: a meta-analysis
J Arribas, G Antonelli, L Frazzoni, L Fuccio, A Ebigbo, F van der Sommen, ...
Gut 70 (8), 1458-1468, 2021
492021
A computer-assisted algorithm for narrow-band imaging-based tissue characterization in Barrett’s esophagus
MR Struyvenberg, AJ De Groof, J van der Putten, F van der Sommen, ...
Gastrointestinal endoscopy 93 (1), 89-98, 2021
482021
How to exploit weaknesses in biomedical challenge design and organization
A Reinke, M Eisenmann, S Onogur, M Stankovic, P Scholz, PM Full, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21stá…, 2018
342018
Novel developments in endoscopic mucosal imaging
F van der Sommen, WL Curvers, WB Nagengast
Gastroenterology 154 (7), 1876-1886, 2018
312018
Hyperspectral imaging for glioblastoma surgery: Improving tumor identification using a deep spectral-spatial approach
F Manni, F van der Sommen, H Fabelo, S Zinger, C Shan, E Edstr÷m, ...
Sensors 20 (23), 6955, 2020
292020
Automatic detection of early esophageal cancer with CNNS using transfer learning
S Van Riel, F Van Der Sommen, S Zinger, EJ Schoon, PHN de With
2018 25th IEEE International Conference on Image Processing (ICIP), 1383-1387, 2018
272018
Ensemble of deep convolutional neural networks for classification of early Barrett’s neoplasia using volumetric laser endomicroscopy
R FonollÓ, T Scheeve, MR Struyvenberg, WL Curvers, AJ de Groof, ...
Applied Sciences 9 (11), 2183, 2019
212019
Predictive features for early cancer detection in Barrett's esophagus using Volumetric Laser Endomicroscopy
F van der Sommen, SR Klomp, AF Swager, S Zinger, WL Curvers, ...
Computerized Medical Imaging and Graphics 67, 9-20, 2018
212018
Multi-modal classification of polyp malignancy using CNN features with balanced class augmentation
R Fonollß, F van der Sommen, RM Schreuder, EJ Schoon, PHN de With
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 74-78, 2019
192019
Pseudo-labeled bootstrapping and multi-stage transfer learning for the classification and localization of dysplasia in Barrett’s esophagus
J van der Putten, J de Groof, F van der Sommen, M Struyvenberg, ...
Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019á…, 2019
192019
Hyperspectral imaging for skin feature detection: Advances in markerless tracking for spine surgery
F Manni, F van der Sommen, S Zinger, C Shan, R Holthuizen, M Lai, ...
Applied Sciences 10 (12), 4078, 2020
182020
Improved Barrett's neoplasia detection using computer-assisted multiframe analysis of volumetric laser endomicroscopy
MR Struyvenberg, F van der Sommen, AF Swager, AJ de Groof, A Rikos, ...
Diseases of the Esophagus 33 (2), doz065, 2020
182020
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Artikelen 1–20