| Overview of artificial intelligence-based applications in radiotherapy: Recommendations for implementation and quality assurance L Vandewinckele, M Claessens, A Dinkla, C Brouwer, W Crijns, ... Radiotherapy and Oncology 153, 55-66, 2020 | 216 | 2020 |
| Machine learning applications in radiation oncology: Current use and needs to support clinical implementation CL Brouwer, AM Dinkla, L Vandewinckele, W Crijns, M Claessens, ... Physics and imaging in radiation oncology 16, 144-148, 2020 | 52 | 2020 |
| Quality assurance for AI-based applications in radiation therapy M Claessens, CS Oria, CL Brouwer, BP Ziemer, JE Scholey, H Lin, ... Seminars in radiation oncology 32 (4), 421-431, 2022 | 30 | 2022 |
| Probabilistic dose prediction using mixture density networks for automated radiation therapy treatment planning V Nilsson, H Gruselius, T Zhang, G De Kerf, M Claessens Physics in Medicine & Biology 66 (5), 055003, 2021 | 17 | 2021 |
| Machine learning-based detection of aberrant deep learning segmentations of target and organs at risk for prostate radiotherapy using a secondary segmentation algorithm M Claessens, V Vanreusel, G De Kerf, I Mollaert, F Löfman, MJ Gooding, ... Physics in Medicine & Biology 67 (11), 115014, 2022 | 16 | 2022 |
| Stereotactic ablative radiation therapy to all lesions in patients with oligometastatic cancers: a phase 1 dose-escalation trial C Mercier, M Claessens, A Buys, S Gryshkevych, C Billiet, I Joye, ... International Journal of Radiation Oncology* Biology* Physics 109 (5), 1195-1205, 2021 | 14 | 2021 |
| X‑irradiation induces acute and early term inflammatory responses in atherosclerosis‑prone ApoE‑/‑mice and in endothelial cells R Ramadan, M Claessens, E Cocquyt, M Mysara, E Decrock, S Baatout, ... Molecular Medicine Reports 23 (6), 1-13, 2021 | 9 | 2021 |
| A geometry and dose-volume based performance monitoring of artificial intelligence models in radiotherapy treatment planning for prostate cancer G De Kerf, M Claessens, F Raouassi, C Mercier, D Stas, P Ost, P Dirix, ... Physics and Imaging in Radiation Oncology 28, 100494, 2023 | 4 | 2023 |
| Automated determination of the ion‐recombination correction factor (ksat) in ultra‐high dose rate electron radiation therapy M Claessens, V Vanreusel, A Gasparini, LF Nascimento, B Yalvec, ... Medical Physics 51 (6), 4536-4545, 2024 | | 2024 |
| Multi-institutional generalizability of a plan complexity machine learning model for predicting pre-treatment quality assurance results in radiotherapy M Claessens, G De Kerf, V Vanreusel, I Mollaert, V Hernandez, J Saez, ... Physics and Imaging in Radiation Oncology 29, 100525, 2024 | | 2024 |
| OC-0116 Automated classification of pre-treatment QA results of VMAT plans with plan complexity metrics M Claessens, G De Kerf, V Vanreusel, V Hernandez, J Saez, N Jornet, ... Radiotherapy and Oncology 182, S76-S78, 2023 | | 2023 |
| Exploring machine learning applications for automation and optimization of patient individualized carepaths in radiotherapy M Claessens University of Antwerp, 2023 | | 2023 |
| Machine learning-based treatment couch parameter prediction in support of surface guided radiation therapy G De Kerf, M Claessens, I Mollaert, W Vingerhoed, D Verellen Technical Innovations & Patient Support in Radiation Oncology 23, 15-20, 2022 | | 2022 |
| MO-0890 Machine-learning based treatment couch parameter prediction for surface guided radiotherapy G De Kerf, M Claessens, I Mollaert, W Vingerhoed, A Sprangers, ... Radiotherapy and Oncology 170, S781-S782, 2022 | | 2022 |
| PO-1807 Automated detection of online auto-segmentation deviations by an independent segmentation algorithm M Claessens, P Dirix, D Verellen Radiotherapy and Oncology 161, S1535-S1536, 2021 | | 2021 |
| PO-1871 Prospective study on the feasibility of single-fraction SABR for bone and lymph node metastases C Mercier, M Claessens, G De Kerf, C Billiet, I Joye, D Verellen, P Ost, ... Radiotherapy and Oncology 161, S1593-S1594, 2021 | | 2021 |
| OC-0452: Mature results of a phase I dose-escalation trial of SBRT for bone and lymph node oligometastases C Mercier, M Claessens, G De Kerf, S Gryshkevych, C Billiet, I Joye, ... Radiotherapy and Oncology 152, S250-S251, 2020 | | 2020 |
