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Page 1
Pro-active risk analysis of an in-house developed deep learning based autoplanning tool for breast Volumetric Modulated Arc Therapy.
Vandewinckele L, Benazzouz C, Delombaerde L, Pape L, Reynders T, Van der Vorst A, Callens D, Verstraete J, Baeten A, Weltens C, Crijns W. Vandewinckele L, et al. Phys Imaging Radiat Oncol. 2024 Nov 22;32:100677. doi: 10.1016/j.phro.2024.100677. eCollection 2024 Oct. Phys Imaging Radiat Oncol. 2024. PMID: 39759485 Free PMC article.
Are offline ART decisions for NSCLC impacted by the type of dose calculation algorithm?
Callens D, Aerts K, Berkovic P, Vandewinckele L, Lambrecht M, Crijns W. Callens D, et al. Among authors: vandewinckele l. Tech Innov Patient Support Radiat Oncol. 2024 Jan 12;29:100236. doi: 10.1016/j.tipsro.2024.100236. eCollection 2024 Mar. Tech Innov Patient Support Radiat Oncol. 2024. PMID: 38313556 Free PMC article.
Towards a safe and efficient clinical implementation of machine learning in radiation oncology by exploring model interpretability, explainability and data-model dependency.
Barragán-Montero A, Bibal A, Dastarac MH, Draguet C, Valdés G, Nguyen D, Willems S, Vandewinckele L, Holmström M, Löfman F, Souris K, Sterpin E, Lee JA. Barragán-Montero A, et al. Among authors: vandewinckele l. Phys Med Biol. 2022 May 27;67(11):10.1088/1361-6560/ac678a. doi: 10.1088/1361-6560/ac678a. Phys Med Biol. 2022. PMID: 35421855 Free PMC article. Review.
Artificial intelligence and machine learning for medical imaging: A technology review.
Barragán-Montero A, Javaid U, Valdés G, Nguyen D, Desbordes P, Macq B, Willems S, Vandewinckele L, Holmström M, Löfman F, Michiels S, Souris K, Sterpin E, Lee JA. Barragán-Montero A, et al. Among authors: vandewinckele l. Phys Med. 2021 Mar;83:242-256. doi: 10.1016/j.ejmp.2021.04.016. Epub 2021 May 9. Phys Med. 2021. PMID: 33979715 Free PMC article. Review.