Claessens M - Search Results

1

Quality Assurance for AI-Based Applications in Radiation Therapy.

Claessens M, Oria CS, Brouwer CL, Ziemer BP, Scholey JE, Lin H, Witztum A, Morin O, Naqa IE, Van Elmpt W, Verellen D. Claessens M, et al. Semin Radiat Oncol. 2022 Oct;32(4):421-431. doi: 10.1016/j.semradonc.2022.06.011. Semin Radiat Oncol. 2022. PMID: 36202444 Free article. Review.

2

Overview of artificial intelligence-based applications in radiotherapy: Recommendations for implementation and quality assurance.

Vandewinckele L, Claessens M, Dinkla A, Brouwer C, Crijns W, Verellen D, van Elmpt W. Vandewinckele L, et al. Among authors: claessens m. Radiother Oncol. 2020 Dec;153:55-66. doi: 10.1016/j.radonc.2020.09.008. Epub 2020 Sep 10. Radiother Oncol. 2020. PMID: 32920005 Free article. Review.

3

Stereotactic Ablative Radiation Therapy to All Lesions in Patients With Oligometastatic Cancers: A Phase 1 Dose-Escalation Trial.

Mercier C, Claessens M, Buys MSc A, Gryshkevych S, Billiet C, Joye I, Van Laere S, Vermeulen P, Meijnders P, Löfman F, Poortmans P, Dirix L, Verellen D, Dirix P. Mercier C, et al. Among authors: claessens m. Int J Radiat Oncol Biol Phys. 2021 Apr 1;109(5):1195-1205. doi: 10.1016/j.ijrobp.2020.11.066. Epub 2020 Dec 8. Int J Radiat Oncol Biol Phys. 2021. PMID: 33307151 Free article. Clinical Trial.

4

Machine learning applications in radiation oncology: Current use and needs to support clinical implementation.

Brouwer CL, Dinkla AM, Vandewinckele L, Crijns W, Claessens M, Verellen D, van Elmpt W. Brouwer CL, et al. Among authors: claessens m. Phys Imaging Radiat Oncol. 2020 Nov 30;16:144-148. doi: 10.1016/j.phro.2020.11.002. eCollection 2020 Oct. Phys Imaging Radiat Oncol. 2020. PMID: 33458358 Free PMC article.

5

Machine learning-based detection of aberrant deep learning segmentations of target and organs at risk for prostate radiotherapy using a secondary segmentation algorithm.

Claessens M, Vanreusel V, De Kerf G, Mollaert I, Löfman F, Gooding MJ, Brouwer C, Dirix P, Verellen D. Claessens M, et al. Phys Med Biol. 2022 May 27;67(11). doi: 10.1088/1361-6560/ac6fad. Phys Med Biol. 2022. PMID: 35561701

6

Machine learning-based treatment couch parameter prediction in support of surface guided radiation therapy.

De Kerf G, Claessens M, Mollaert I, Vingerhoed W, Verellen D. De Kerf G, et al. Among authors: claessens m. Tech Innov Patient Support Radiat Oncol. 2022 Aug 12;23:15-20. doi: 10.1016/j.tipsro.2022.08.001. eCollection 2022 Sep. Tech Innov Patient Support Radiat Oncol. 2022. PMID: 36039333 Free PMC article.

7

A geometry and dose-volume based performance monitoring of artificial intelligence models in radiotherapy treatment planning for prostate cancer.

De Kerf G, Claessens M, Raouassi F, Mercier C, Stas D, Ost P, Dirix P, Verellen D. De Kerf G, et al. Among authors: claessens m. Phys Imaging Radiat Oncol. 2023 Sep 23;28:100494. doi: 10.1016/j.phro.2023.100494. eCollection 2023 Oct. Phys Imaging Radiat Oncol. 2023. PMID: 37809056 Free PMC article.

8

Multi-institutional generalizability of a plan complexity machine learning model for predicting pre-treatment quality assurance results in radiotherapy.

Claessens M, De Kerf G, Vanreusel V, Mollaert I, Hernandez V, Saez J, Jornet N, Verellen D. Claessens M, et al. Phys Imaging Radiat Oncol. 2023 Dec 19;29:100525. doi: 10.1016/j.phro.2023.100525. eCollection 2024 Jan. Phys Imaging Radiat Oncol. 2023. PMID: 38204910 Free PMC article.

9

Automated determination of the ion-recombination correction factor (k_sat) in ultra-high dose rate electron radiation therapy.

Claessens M, Vanreusel V, Gasparini A, Nascimento LF, Yalvec B, Reniers B, Verellen D. Claessens M, et al. Med Phys. 2024 Apr 19. doi: 10.1002/mp.17085. Online ahead of print. Med Phys. 2024. PMID: 38639653

10

Probabilistic dose prediction using mixture density networks for automated radiation therapy treatment planning.

Nilsson V, Gruselius H, Zhang T, De Kerf G, Claessens M. Nilsson V, et al. Among authors: claessens m. Phys Med Biol. 2021 Feb 13;66(5):055003. doi: 10.1088/1361-6560/abdd8a. Phys Med Biol. 2021. PMID: 33470973

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