M
Marius Staring
Researcher at Leiden University Medical Center
Publications - 132
Citations - 10612
Marius Staring is an academic researcher from Leiden University Medical Center. The author has contributed to research in topics: Image registration & Computer science. The author has an hindex of 32, co-authored 117 publications receiving 8672 citations. Previous affiliations of Marius Staring include Utrecht University & Loyola University Medical Center.
Papers
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Proceedings ArticleDOI
Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation
TL;DR: In this paper , the authors investigate the performance of a hybrid Transformer network i.e. the nnformer for organ segmentation in prostate CT scans and construct learning curves by plotting model performance at different dataset scales.
Journal ArticleDOI
PD-0066 Autocontouring of the mouse thorax using deep learning
Justin Malimban,Danny Lathouwers,Hai-hong Qian,Frank Verhaegen,Joy Wiedemann,Samuel Brandenburg,Marius Staring +6 more
Peer Review
Report on AI-Infused Contouring Workflows for Adaptive Proton Therapy in the Head and Neck
Nicolas F. Chaves-de-Plaza,P. Mody,Klaus Hildebrandt,Marius Staring,Eleftheria Astreinidou,M. De Ridder,Huib de Ridder,René van Egmond +7 more
TL;DR: A fast contouring workflow suitable for time-critical APT, enabling detection of anatomical changes in shorter time frames and with a lower demand of clinical resources is introduced.
Journal ArticleDOI
Automated quantification of the pulmonary vasculature in pulmonary embolism and chronic thromboembolic pulmonary hypertension
Zhiwei Zhai,Gudula J. A. M. Boon,Marius Staring,Lisette F. van Dam,Lucia J.M. Kroft,Irene Hernández Girón,Maarten K. Ninaber,Harm Jan Bogaard,Lilian J. Meijboom,Anton Vonk Noordegraaf,Menno V. Huisman,Frederikus A. Klok,Berend C. Stoel +12 more
TL;DR: In this article , the authors investigated whether automated quantification of pulmonary vascular morphology and densitometry in arteries and veins imaged by computed tomographic pulmonary angiography (CTPA) could distinguish pulmonary embolisms (PE) from chronic thromboembolic pulmonary hypertension (CTEPH).
Proceedings ArticleDOI
Local topology preservation for vascular centerline matching using a hybrid mixture model
Siming Bayer,Zhiwei Zhai,Maddalena Strumia,Xiaoguang Tong,Ying Gao,Marius Staring,Berend C. Stoel,Martin Ostermeier,Rebecca Fahrig,Arya Nabavi,Andreas Maier,Nishant Ravikumar +11 more
TL;DR: This work proposed a modified version of HdMM by formulating an adaptive kernel, to enforce a local smoothness constraint on the deformation field, henceforth referred to as Hd MMad, and evaluated with cerebral and pulmonary vasculature, acquired retrospectively.