Researcher
Michaël Claessens
- Disciplines:Modelling and simulation, Radiation therapy
Affiliations
- Antwerp Surgical Training, Anatomy and Research Centre (ASTARC) (Research group)
Member
From1 Nov 2019 → 30 Sep 2023
Publications
1 - 8 of 8
- Multi-institutional generalizability of a plan complexity machine learning model for predicting pre-treatment quality assurance results in radiotherapy(2024)
Authors: Michaël Claessens, Geert De Kerf, Verdi Vanreusel, Isabelle Mollaert, Victor Hernandez, Jordi Saez, Nuria Jornet, Dirk Verellen
Pages: 1 - 8 - A geometry and dose-volume based performance monitoring of artificial intelligence models in radiotherapy treatment planning for prostate cancer(2023)
Authors: Geert De Kerf, Michaël Claessens, Fadoua Raouassi, Carole Mercier, Daan Stas, Piet Ost, Piet Dirix, Dirk Verellen
Pages: 1 - 7 - Exploring machine/deep learning applications for automation and optimization of patient individualized carepaths in radiotherapy(2023)
Authors: Michaël Claessens, Dirk Verellen
Number of pages: 189 - Quality assurance for AI-based applications in radiation therapy(2022)
Authors: Michaël Claessens, Carmen Seller Oria, Charlotte L. Brouwer, Benjamin P. Ziemer, Jessica E. Scholey, Hui Lin, Alon Witztum, Olivier Morin, Issam El Naqa, Wouter Van Elmpt, et al.
Pages: 421 - 431 - Machine learning-based detection of aberrant deep learning segmentations of target and organs at risk for prostate radiotherapy using a secondary segmentation algorithm(2022)
Authors: Michaël Claessens, Verdi Vanreusel, Geert De Kerf, Isabelle Mollaert, Fredrik Lofman, Mark J. Gooding, Charlotte Brouwer, Piet Dirix, Dirk Verellen
Pages: 1 - 10 - Probabilistic dose prediction using mixture density networks for automated radiation therapy treatment planning(2021)
Authors: Viktor Nilsson, Hanna Gruselius, Tianfang Zhang, Geert De Kerf, Michaël Claessens
- Stereotactic ablative radiation therapy to all lesions in patients with oligometastatic cancers(2021)
Authors: Carole Mercier, Michaël Claessens, Andy Buys, Sergii Gryshkevych, Steven Van Laere, Peter Vermeulen, Paul Meijnders, Fredrik Lofman, Luc Dirix, Dirk Verellen, et al.
Pages: 1195 - 1205 - Overview of artificial intelligence-based applications in radiotherapy(2020)
Authors: Liesbeth Vandewinckele, Michaël Claessens, Anna Dinkla, Charlotte Brouwer, Wouter Crijns, Dirk Verellen, Wouter van Elmpt
Pages: 55 - 66