Towards artificial intelligence-based automated treatment planning in clinical practice: A prospective study of the first clinical experiences in high-dose-rate prostate brachytherapy

Autor: Barten, Danique L.J. ^{1, 2, ⁎}, Pieters, Bradley R. ^{1, 2}, Bouter, Anton ³, van der Meer, Marjolein C. ^{1, 2}, Maree, Stef C. ^{1, 2}, Hinnen, Karel A. ^{1, 2}, Westerveld, Henrike ^{1, 2}, Bosman, Peter A.N. ³, Alderliesten, Tanja ⁴, van Wieringen, Niek ^{1, 2}, Bel, Arjan ^{1, 2}

Publikováno v: In Brachytherapy March-April 2023 22(2):279-289

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Artificial Intelligence based planning of HDR prostate brachytherapy: first clinical experience

Autor: Barten, Danique L. J., Bouter, A., van Wieringen, Niek, Pieters, Bradley R., Hinnen, Karel A., Westerveld, G.H., Maree, Stef C., van der Meer, Marjolein C., Alderliesten, Tanja, Bosman, Peter, Bel, Adrianus

Purpose or Objective In March 2020, we clinically introduced ‘BRachytherapy via artificially Intelligent GOMEA-Heuristic based Treatment planning’ (BRIGHT) for prostate cancer patients. The intention behind BRIGHT is to overcome a time-consuming

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=narcis______::6db267da16918fc025569a070b5b082b
https://pure.amc.nl/en/publications/artificial-intelligence-based-planning-of-hdr-prostate-brachytherapy-first-clinical-experience(5a1aee79-3b8e-47b3-a6e3-4a28d15c8d31).html

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Robust evolutionary bi-objective optimization for prostate cancer treatment with high-dose-rate brachytherapy

Autor: van der Meer, Marjolein C., Bel, Arjan, Niatsetski, Yury, Alderliesten, Tanja, Pieters, Bradley R., Bosman, Peter A. N., Bäck, Thomas, Preuss, Mike, Deutz, André, Emmerich, Michael, Wang, Hao, Doerr, Carola, Trautmann, Heike

Publikováno v: Parallel Problem Solving from Nature – PPSN XVI-16th International Conference, PPSN 2020, Proceedings, 12270 LNCS, 441-453
Parallel Problem Solving from Nature – PPSN XVI ISBN: 9783030581145
PPSN (2)

We address the real-world problem of automating the design of high-quality prostate cancer treatment plans in case of high-dose-rate brachytherapy, a form of internal radiotherapy. For this, recently a bi-objective real-valued problem formulation was

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0093ef34a80d51c2210bb17dcb667741
https://doi.org/10.1007/978-3-030-58115-2_31