Automatic Segmentation of Organs at Risk in Thoracic CT scans by Combining 2D and 3D Convolutional Neural Networks. - Louis D. van Harten; Julia M. H. Noothout; Joost J. C. Verhoeff; Jelmer M. Wolterink; Ivana Isgum (SegTHOR@ISBI, 2019)

CBCT-to-CT synthesis with a single neural network for head-and-neck, lung and breast cancer adaptive radiotherapy. - Matteo Maspero; Mark H. F. Savenije; Tristan C. F. van Heijst; Joost J. C. Verhoeff; Alexis N. T. J. Kotte; Anette C. Houweling; Cornelis A. T. van den Berg (CoRR, 2019)

Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning. - Wouter A. C. van Amsterdam; Joost J. C. Verhoeff; Pim A. de Jong; Tim Leiner; Marinus J. C. Eijkemans (npj Digit. Medicine, 2019)

Exploiting clinically available delineations for CNN-based segmentation in radiotherapy treatment planning. - Louis D. van Harten; Jelmer M. Wolterink; Joost J. C. Verhoeff; Ivana Isgum (Image Processing, 2020)

Automatic online quality control of synthetic CTs. - Louis D. van Harten; Jelmer M. Wolterink; Joost J. C. Verhoeff; Ivana Isgum (Image Processing, 2020)

Decision making in cancer: Causal questions require causal answers. - Wouter A. C. van Amsterdam; Pim A. de Jong; Joost J. C. Verhoeff; Tim Leiner; Rajesh Ranganath (CoRR, 2022)

Exploring contrast generalisation in deep learning-based brain MRI-to-CT synthesis. - Lotte Nijskens; Cornelis A. T. van den Berg; Joost J. C. Verhoeff; Matteo Maspero (CoRR, 2023)

SynthRAD2023 Grand Challenge dataset: generating synthetic CT for radiotherapy. - Adrian Thummerer; Erik van der Bijl; Arthur Jr Galapon; Joost J. C. Verhoeff; Johannes A. Langendijk; Stefan Both; Cornelis A. T. van den Berg; Matteo Maspero (CoRR, 2023)

Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT. - Selena Huisman; Matteo Maspero; Marielle Philippens; Joost J. C. Verhoeff; Szabolcs David (CoRR, 2024)

Validation of SynthSeg segmentation performance on CT using paired MRI from radiotherapy patients. - Selena Huisman; Matteo Maspero; Marielle Philippens; Joost J. C. Verhoeff; Szabolcs David (NeuroImage, 2024)

From algorithms to action: improving patient care requires causality. - Wouter A. C. van Amsterdam; Pim A. de Jong; Joost J. C. Verhoeff; Tim Leiner; Rajesh Ranganath (BMC Medical Informatics Decis. Mak., 2024)