Jacques J. Bergman
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
4
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | WaveDamp: Enhancing Natural Robustness in Endoscopy Through Wavelet-Based Frequency Damping. | Haiko Middeljans, Carolus H. J. Kusters, Tim J. M. Jaspers, Martijn R. Jong, Rixta A. H. van Eijck van Heslinga, Floor Slooter, Albert Jeroen de Groof, Jacques J. Bergman, Peter H. N. de With, Fons van der Sommen |
| 2025 | MICCAI | Robust Early Detection of Barrett's Neoplasia: Addressing Low-Prevalence Challenges with Generative Modeling. | Tim J. M. Jaspers, Francisco Caetano, Cris H. B. Claessens, Carolus H. J. Kusters, Haiko Middeljans, Martijn R. Jong, Rixta A. H. van Eijck van Heslinga, Floor Slooter, Albert Jeroen de Groof, Jacques J. Bergman, Peter H. N. de With, Fons van der Sommen |
| 2024 | MICCAI | Optimizing Multi-expert Consensus for Classification and Precise Localization of Barrett's Neoplasia. | Carolus H. J. Kusters, T. G. W. Boers, Tim J. M. Jaspers, Martijn R. Jong, Rixta A. H. van Eijck van Heslinga, Albert Jeroen de Groof, Jacques J. Bergman, Fons van der Sommen, Peter H. N. de With |
| 2023 | MICCAI | Investigating the Impact of Image Quality on Endoscopic AI Model Performance. | Tim J. M. Jaspers, Tim Boers, Carolus H. J. Kusters, Martijn R. Jong, Jelmer B. Jukema, Albert Jeroen de Groof, Jacques J. Bergman, Peter H. N. de With, Fons van der Sommen |
| 2023 | MICCAI | CNNs vs. Transformers: Performance and Robustness in Endoscopic Image Analysis. | Carolus H. J. Kusters, T. G. W. Boers, Tim J. M. Jaspers, Jelmer B. Jukema, Martijn R. Jong, Kiki N. Fockens, Albert Jeroen de Groof, Jacques J. Bergman, Fons van der Sommen, Peter H. N. de With |
| 2022 | MICCAI | Comparing Training Strategies Using Multi-Assessor Segmentation Labels for Barrett's Neoplasia Detection. | T. G. W. Boers, Carolus H. J. Kusters, Kiki N. Fockens, Jelmer B. Jukema, Martijn R. Jong, Jeroen de Groof, Jacques J. Bergman, Fons van der Sommen, Peter H. N. de With |
| 2022 | MICCAI | A CAD System for Real-Time Characterization of Neoplasia in Barrett's Esophagus NBI Videos. | Carolus H. J. Kusters, Tim Boers, Jelmer B. Jukema, Martijn R. Jong, Kiki N. Fockens, Albert Jeroen de Groof, Jacques J. Bergman, Fons van der Sommen, Peter H. N. de With |
| 2019 | ICIP | Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models. | Joost 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 |
| 2019 | MICCAI | Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus. | Joost 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 |
| 2017 | CBMS | Improved Barrett's Cancer Detection in Volumetric Laser Endomicroscopy Scans Using Multiple-Frame Voting. | Alexandros Rikos, Fons van der Sommen, Anne-Fr Swager, Svitlana Zinger, Erik J. Schoon, Wouter L. Curvers, Jacques J. Bergman, Peter H. N. de With |