Automatic machine learning based prediction of cardiovascular events in lung cancer screening data. - Bob D. de Vos; Pim A. de Jong; Jelmer M. Wolterink; Rozemarijn Vliegenthart; Geoffrey V. F. Wielingen; Max A. Viergever; Ivana Isgum (Computer-Aided Diagnosis, 2015)

Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage. - Sunyi Zheng; Xiaonan Cui; Marleen Vonder; Raymond N. J. Veldhuis; Zhaoxiang Ye; Rozemarijn Vliegenthart; Matthijs Oudkerk; Peter M. A. van Ooijen (Comput. Methods Programs Biomed., 2020)

Assessment of Dynamic Change of Coronary Artery Geometry and Its Relationship to Coronary Artery Disease, Based on Coronary CT Angiography. - Jordy K. van Zandwijk; Volkan Tuncay; Rozemarijn Vliegenthart; Gert Jan Pelgrim; Cornelis H. Slump; Matthijs Oudkerk; Peter M. A. van Ooijen (J. Digit. Imaging, 2020)

AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation. - Yeshaswini Nagaraj; Hendrik Joost Wisselink; Mieneke Rook; Jiali Cai; Sunil Belur Nagaraj; Grigory Sidorenkov; Raymond N. J. Veldhuis; Matthijs Oudkerk; Rozemarijn Vliegenthart; Peter M. A. van Ooijen (J. Digit. Imaging, 2022)

Automatic Cardiac Structure Contouring for Small Datasets with Cascaded Deep Learning Models. - L. B. van den Oever; D. S. Spoor; A. P. G. Crijns; Rozemarijn Vliegenthart; Matthijs Oudkerk; Raymond N. J. Veldhuis; Geertruida H. de Bock; Peter M. A. van Ooijen (J. Medical Syst., 2022)

Explainable machine learning model based on clinical factors for predicting the disappearance of indeterminate pulmonary nodules. - Jingxuan Wang; Nikos Sourlos; Marjolein Heuvelmans; Mathias Prokop; Rozemarijn Vliegenthart; Peter M. A. van Ooijen (Comput. Biol. Medicine, 2024)

Towards safe and reliable deep learning for lung nodule malignancy estimation using out-of-distribution detection. - Dre Peeters; Kiran Vaidhya Venkadesh; Renate Dinnessen; Zaigham Saghir; Ernst Th. Scholten; Rozemarijn Vliegenthart; Mathias Prokop; Colin Jacobs (Comput. Biol. Medicine, 2025)

A comparison of an integrated and image-only deep learning model for predicting the disappearance of indeterminate pulmonary nodules. - Jingxuan Wang; Jiali Cai; Wei Tang 014; Ivan Dudurych; Marcel van Tuinen; Rozemarijn Vliegenthart; Peter M. A. van Ooijen (Comput. Medical Imaging Graph., 2025)