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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|January 20, 2021
Probabilistic dose prediction using mixture density networks for automated radiation therapy treatment planningViktor Nilsson, Hanna Gruselius, Tianfang Zhang, 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.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.Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology|September 13, 2020
Overview of artificial intelligence-based applications in radiotherapy: Recommendations for implementation and quality assuranceLiesbeth Vandewinckele, Michaël Claessens, Anna Dinkla, et al.Medical Physics|April 19, 2024
Automated determination of the ion-recombination correction factor (ksat) in ultra-high dose rate electron radiation therapyMichaël Claessens, Verdi Vanreusel, Alessia Gasparini, et al.Molecular Medicine Reports|March 31, 2021
X‑irradiation induces acute and early term inflammatory responses in atherosclerosis‑prone ApoE‑/‑ mice and in endothelial cellsRaghda Ramadan, Michaël Claessens, Ellen Cocquyt, 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.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.Physics and Imaging in Radiation Oncology|January 18, 2021
Machine learning applications in radiation oncology: Current use and needs to support clinical implementationCharlotte L Brouwer, Anna M Dinkla, Liesbeth Vandewinckele, et al.Pageof 2