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Physics in Medicine and Biology|January 20, 2021
Probabilistic dose prediction using mixture density networks for automated radiation therapy treatment planningViktor Nilsson, Hanna Gruselius, Tianfang Zhang, et al.
Technical Innovations & Patient Support in Radiation Oncology|August 30, 2022
Machine learning-based treatment couch parameter prediction in support of surface guided radiation therapyGeert De Kerf, Michaël Claessens, Isabelle Mollaert, et al.
Physics in Medicine and Biology|April 25, 2020
A novel procedure for determining the optimal MLC configuration parameters in treatment planning systems based on measurements with a Farmer chamberJordi Saez, Victor Hernandez, Jo Goossens, et al.
Medical Physics|September 19, 2025
Partitioning of multiple brain metastases improves dose gradients in single-isocenter radiosurgeryJohan Sundström, Anton Finnson, Elin Hynning, et al.
Physics and Imaging in Radiation Oncology|February 9, 2026
Automated evaluation of organ sparing in prostate stereotactic body radiation therapy using dose-gradient metricsGeert De Kerf, Michaël Claessens, Thibaut D'homme, et al.
Radiation Oncology (London, England)|September 18, 2015
Evaluation of the optimal combinations of modulation factor and pitch for Helical TomoTherapy plans made with TomoEdge using Pareto optimal frontsGeert De Kerf, Dirk Van Gestel, Lobke Mommaerts, et al.
Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology|February 23, 2025
Incorporating indirect MRI information in a CT-based deep learning model for prostate auto-segmentationDaan Stas, Geert De Kerf, Michaël Claessens, et al.
Physics and Imaging in Radiation Oncology|October 9, 2023
A geometry and dose-volume based performance monitoring of artificial intelligence models in radiotherapy treatment planning for prostate cancerGeert De Kerf, Michaël Claessens, Fadoua Raouassi, et al.
Radiation Oncology (London, England)|December 25, 2015
Fast Helical Tomotherapy in a head and neck cancer planning study: is time priceless?Dirk Van Gestel, Geert De Kerf, Kristien Wouters, et al.
Physics and Imaging in Radiation Oncology|January 11, 2024
Multi-institutional generalizability of a plan complexity machine learning model for predicting pre-treatment quality assurance results in radiotherapyMichaël Claessens, Geert De Kerf, Verdi Vanreusel, et al.
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