On the use of machine learning methods for mPSD calibration in HDR brachytherapy.
HDR brachytherapy
Machine learning
Multipoint plastic scintillator detectors
Journal
Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
ISSN: 1724-191X
Titre abrégé: Phys Med
Pays: Italy
ID NLM: 9302888
Informations de publication
Date de publication:
Nov 2021
Nov 2021
Historique:
received:
11
04
2021
revised:
15
07
2021
accepted:
02
10
2021
pubmed:
31
10
2021
medline:
1
12
2021
entrez:
30
10
2021
Statut:
ppublish
Résumé
We sought to evaluate the feasibility of using machine learning (ML) algorithms for multipoint plastic scintillator detector (mPSD) calibration in high-dose-rate (HDR) brachytherapy. Dose measurements were conducted under HDR brachytherapy conditions. The dosimetry system consisted of an optimized 1-mm-core mPSD and a compact assembly of photomultiplier tubes coupled with dichroic mirrors and filters. An
Identifiants
pubmed: 34717139
pii: S1120-1797(21)00317-3
doi: 10.1016/j.ejmp.2021.10.003
pii:
doi:
Substances chimiques
Plastics
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
73-79Informations de copyright
Copyright © 2021 Associazione Italiana di Fisica Medica. Published by Elsevier Ltd. All rights reserved.