Martijn R. Jong

A deep learning system for detection of early Barrett's neoplasia: a model development and validation study

Kiki Fockens, M R Jong, J B Jukema et al. · The Lancet Digital Health · 2023 · 61 citations · Full text

Medicine, Computer Science, Oncology +17

Towards a robust and compact deep learning system for primary detection of early Barrett’s neoplasia: Initial image‐based results of training on a multi‐center retrospectively collected data set

Kiki Fockens, Jelmer B. Jukema, Tim Boers et al. · United European Gastroenterology Journal · 2023 · 37 citations · Full text

Medicine, Oncology, Pathology +17

Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency

Tim G. W. Boers, Kiki Fockens, Joost van der Putten et al. · Medical Image Analysis · 2024 · 35 citations · Full text

Computing, Computer Science, Computer Vision +12

Computer-aided diagnosis improves characterization of Barrett’s neoplasia by general endoscopists (with video)

Jelmer B. Jukema, Carolus H. J. Kusters, Martijn R. Jong et al. · Gastrointestinal Endoscopy · 2024 · 28 citations · Full text

Medicine, Oncology, Pathology +17

Robustness evaluation of deep neural networks for endoscopic image analysis: Insights and strategies

Tim J. M. Jaspers, Tim G. W. Boers, Carolus H. J. Kusters et al. · Medical Image Analysis · 2024 · 26 citations · Full text

Computing, Biomedical Engineering, Computer Science +17