Jeroen de Groof

The Argos project: The development of a computer‐aided detection system to improve detection of Barrett's neoplasia on white light endoscopy

Jeroen de Groof, Fons van der Sommen, Joost van der Putten et al. · United European Gastroenterology Journal · 2019 · 122 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

Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study

Joost van der Putten, Jeroen de Groof, Maarten R. Struyvenberg et al. · Artificial Intelligence in Medicine · 2020 · 24 citations · Full text

Medicine, Computer Science, Oncology +17

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy

Joost van der Putten, Maarten R. Struyvenberg, Jeroen de Groof et al. · Computerized Medical Imaging and Graphics · 2020 · 18 citations · Full text

Medicine, Oncology, Pathology +17

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 et al. · 2019 · 16 citations · Full text

Computing, Computer Science, Health Informatics +17