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 J. de Groof; Jacques J. Bergman; Peter H. N. de With; Fons van der Sommen (AMAI@MICCAI, 2023)

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 J. de Groof; Jacques J. Bergman; Fons van der Sommen; Peter H. N. de With (AMAI@MICCAI, 2023)

Automated Surgical Urethral Length Estimation for Robot-Assisted Radical Prostatectomy. - Joris V. de Nijs; Tim J. M. Jaspers; Franciscus H. A. Bakker; Willem M. Brinkman; Peter H. N. de With; Fons van der Sommen (ISBI, 2024)

Exploring the Effect of Dataset Diversity in Self-supervised Learning for Surgical Computer Vision. - Tim J. M. Jaspers; Ronald L. P. D. de Jong; Yasmina Al Khalil; Tijn Zeelenberg; Carolus H. J. Kusters; Yiping Li; Romy C. van Jaarsveld; Franciscus H. A. Bakker; Jelle P. Ruurda; Willem M. Brinkman; Peter H. N. de With; Fons van der Sommen (DEMI@MICCAI, 2024)

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 J. de Groof; Jacques J. Bergman; Fons van der Sommen; Peter H. N. de With (CaPTion@MICCAI, 2024)

Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy. - Ronald L. P. D. de Jong; Yasmina Al Khalil; Tim J. M. Jaspers; Romy C. van Jaarsveld; Gino M. Kuiper; Yiping Li; Richard van Hillegersberg; Jelle P. Ruurda; Marcel Breeuwer; Fons van der Sommen (CoRR, 2024)

Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency. - Tim Boers; Kiki N. Fockens; Joost A. van der Putten; Tim J. M. Jaspers; Carolus H. J. Kusters; Jelmer B. Jukema; Martijn R. Jong; Maarten R. Struyvenberg; Jeroen de Groof; Jacques J. Bergman; Peter H. N. de With; Fons van der Sommen (Medical Image Anal., 2024)

Robustness evaluation of deep neural networks for endoscopic image analysis: Insights and strategies. - Tim J. M. Jaspers; Tim Boers; Carolus H. J. Kusters; Martijn R. Jong; Jelmer B. Jukema; Albert J. de Groof; Jacques J. Bergman; Peter H. N. de With; Fons van der Sommen (Medical Image Anal., 2024)

Designing a Computer-Aided Detection system for Barrett 's neoplasia: Insights in architectural choices, training strategies and inference approaches. - Carolus H. J. Kusters; Tim Boers; Tim J. M. Jaspers; Martijn R. Jong; Rixta A. H. van Eijck van Heslinga; Jelmer B. Jukema; Kiki N. Fockens; Albert J. de Groof; Jacques J. Bergman; Fons van der Sommen; Peter H. N. de With (Comput. Methods Programs Biomed., 2025)

Will Transformers change gastrointestinal endoscopic image analysis? A comparative analysis between CNNs and Transformers, in terms of performance, robustness and generalization. - Carolus H. J. Kusters; Tim J. M. Jaspers; T. G. W. Boers; Martijn R. Jong; Jelmer B. Jukema; Kiki N. Fockens; Albert J. de Groof; Jacques J. Bergman; Fons van der Sommen; Peter H. N. de With (Medical Image Anal., 2025)

Scaling up self-supervised learning for improved surgical foundation models. - Tim J. M. Jaspers; Ronald L. P. D. de Jong; Yiping Li; Carolus H. J. Kusters; Franciscus H. A. Bakker; Romy C. van Jaarsveld; Gino M. Kuiper; Richard van Hillegersberg; Jelle P. Ruurda; Willem M. Brinkman; Josien P. W. Pluim; Peter H. N. de With; et al. (CoRR, 2025)

SemiVT-Surge: Semi-Supervised Video Transformer for Surgical Phase Recognition. - Yiping Li; Ronald L. P. D. de Jong; Sahar Nasirihaghighi; Tim J. M. Jaspers; Romy C. van Jaarsveld; Gino M. Kuiper; Richard van Hillegersberg; Fons van der Sommen; Jelle P. Ruurda; Marcel Breeuwer; Yasmina Al Khalil (CoRR, 2025)