Invited perspectives: How machine learning will change flood risk and impact assessment

Autor: D. Wagenaar, A. Curran, M. Balbi, A. Bhardwaj, R. Soden, E. Hartato, G. Mestav Sarica, L. Ruangpan, G. Molinario, D. Lallemant

Publikováno v: Natural Hazards and Earth System Sciences, Vol 20, Pp 1149-1161 (2020)

Increasing amounts of data, together with more computing power and better machine learning algorithms to analyse the data, are causing changes in almost every aspect of our lives. This trend is expected to continue as more data keep becoming availabl

Externí odkaz: https://doaj.org/article/3318d6f499164f0aa3a25b0a04d1523c

Does the uncertainty in relative biological effectiveness affect patient treatment in proton therapy?

Autor: Marco Schwarz, Gillian A Whitfield, A. Lühr, Christian P. Karger, Mechthild Krause, Brita Singers Sørensen, Julia Bauer, Jörg Pawelke, T S A Underwood, Neil G. Burnet, Morten Høyer, D. Wagenaar, Alexandru Dasu

Publikováno v: Radiotherapy and Oncology
Sørensen, B S, Pawelke, J, Bauer, J, Burnet, N G, Dasu, A, Høyer, M, Karger, C P, Krause, M, Schwarz, M, Underwood, T S A, Wagenaar, D, Whitfield, G A & Lühr, A 2021, ' Does the uncertainty in relative biological effectiveness affect patient treatment in proton therapy? ', Radiotherapy and Oncology, vol. 163, pp. 177-184 . https://doi.org/10.1016/j.radonc.2021.08.016
Radiotherapy and Oncology 163(2021), 177-184

Clinical treatment with protons uses the concept of relative biological effectiveness (RBE) to convert the absorbed dose into an RBE-weighted dose that equals the dose for radiotherapy with photons causing the same biological effect. Currently, in pr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::da2aaa45fedc797bce292b3535959209
https://doi.org/10.1016/j.radonc.2021.08.016

Head and neck IMPT probabilistic dose accumulation

Autor: Arturs Meijers, D. Scandurra, Arjen van der Schaaf, Roel G J Kierkels, Roel J H M Steenbakkers, Johannes A. Langendijk, Nanna M. Sijtsema, Erik W Korevaar, Antje Knopf, Stefan Both, D. Wagenaar

Publikováno v: Radiotherapy and Oncology, 154, 45-52. ELSEVIER IRELAND LTD

OBJECTIVE: To establish optimal robust optimization uncertainty settings for clinical head and neck cancer (HNC) patients undergoing 3D image-guided pencil beam scanning (PBS) proton therapy.METHODS: We analyzed ten consecutive HNC patients treated w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8425f548dd2f4466d67d05ab5d53e9ce
https://research.rug.nl/en/publications/817f54b0-3f3d-4083-b95d-284528c59148

PO-1498 Reduction of setup uncertainty in proton therapy for mediastinal lymphoma patients

Autor: P. Pisciotta, A.C. Hengeveld, S. Visser, A. Niezink, A. Crijns, C.O. Ribeiro, D. Wagenaar, J.A. Langendijk, G. Guterres Marmitt, S. Both

Publikováno v: Radiotherapy and Oncology. 170:S1275-S1276

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::93da0f52492f5f8190a8d4d8b970ea9b
https://doi.org/10.1016/s0167-8140(22)03462-4

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