Onderzoeker
Michaël Claessens
- Disciplines:Modellering en simulatie, Bestralingstherapie
Affiliaties
- Antwerps chirurgisch training, anatomie en onderzoekscentrum (ASTARC) (Onderzoeksgroep)
Lid
Vanaf1 nov 2019 → 30 sep 2023
Publicaties
1 - 8 van 8
- Multi-institutional generalizability of a plan complexity machine learning model for predicting pre-treatment quality assurance results in radiotherapy(2024)
Auteurs: Michaël Claessens, Geert De Kerf, Verdi Vanreusel, Isabelle Mollaert, Victor Hernandez, Jordi Saez, Nuria Jornet, Dirk Verellen
Pagina's: 1 - 8 - A geometry and dose-volume based performance monitoring of artificial intelligence models in radiotherapy treatment planning for prostate cancer(2023)
Auteurs: Geert De Kerf, Michaël Claessens, Fadoua Raouassi, Carole Mercier, Daan Stas, Piet Ost, Piet Dirix, Dirk Verellen
Pagina's: 1 - 7 - Exploring machine/deep learning applications for automation and optimization of patient individualized carepaths in radiotherapy(2023)
Auteurs: Michaël Claessens, Dirk Verellen
Aantal pagina's: 189 - Quality assurance for AI-based applications in radiation therapy(2022)
Auteurs: 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.
Pagina's: 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)
Auteurs: Michaël Claessens, Verdi Vanreusel, Geert De Kerf, Isabelle Mollaert, Fredrik Lofman, Mark J. Gooding, Charlotte Brouwer, Piet Dirix, Dirk Verellen
Pagina's: 1 - 10 - Probabilistic dose prediction using mixture density networks for automated radiation therapy treatment planning(2021)
Auteurs: Viktor Nilsson, Hanna Gruselius, Tianfang Zhang, Geert De Kerf, Michaël Claessens
- Stereotactic ablative radiation therapy to all lesions in patients with oligometastatic cancers(2021)
Auteurs: Carole Mercier, Michaël Claessens, Andy Buys, Sergii Gryshkevych, Steven Van Laere, Peter Vermeulen, Paul Meijnders, Fredrik Lofman, Luc Dirix, Dirk Verellen, et al.
Pagina's: 1195 - 1205 - Overview of artificial intelligence-based applications in radiotherapy(2020)
Auteurs: Liesbeth Vandewinckele, Michaël Claessens, Anna Dinkla, Charlotte Brouwer, Wouter Crijns, Dirk Verellen, Wouter van Elmpt
Pagina's: 55 - 66