| 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 | 346 | 2018 |
| 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 | 320 | 2020 |
| 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 | 195 | 2016 |
| 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 | 146 | 2017 |
| 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, ... United European gastroenterology journal 7 (4), 538-547, 2019 | 137 | 2019 |
| 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 | 120* | 2020 |
| 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 | 110* | 2020 |
| 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 | 75 | 2021 |
| 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 Edström, ... Sensors 20 (23), 6955, 2020 | 74 | 2020 |
| 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 | 72 | 2014 |
| 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 | 71 | 2021 |
| 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: 21st …, 2018 | 46 | 2018 |
| Novel developments in endoscopic mucosal imaging F van der Sommen, WL Curvers, WB Nagengast Gastroenterology 154 (7), 1876-1886, 2018 | 42 | 2018 |
| 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 | 38 | 2018 |
| Multi-modal classification of polyp malignancy using CNN features with balanced class augmentation R Fonolla, F van der Sommen, RM Schreuder, EJ Schoon, PHN de With 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 74-78, 2019 | 34 | 2019 |
| Optical diagnosis of colorectal polyp images using a newly developed computer-aided diagnosis system (CADx) compared with intuitive optical diagnosis QEW van der Zander, RM Schreuder, R Fonollà, T Scheeve, ... Endoscopy 53 (12), 1219-1226, 2021 | 31 | 2021 |
| A CNN CADx system for multimodal classification of colorectal polyps combining WL, BLI, and LCI modalities R Fonollà, Q EW van der Zander, RM Schreuder, AAM Masclee, ... Applied Sciences 10 (15), 5040, 2020 | 28 | 2020 |
| 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 | 27 | 2020 |
| 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 | 27 | 2020 |
| Endoscopistsʼ diagnostic accuracy in detecting upper gastrointestinal neoplasia in the framework of artificial intelligence studies L Frazzoni, J Arribas, G Antonelli, D Libanio, A Ebigbo, ... Endoscopy 54 (04), 403-411, 2022 | 26 | 2022 |
Erik Jan SchoonMD,PhDVerified email at catharinaziekenhuis.nl
