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Artificial intelligence (AI) and interventional radiotherapy (brachytherapy): state of art and future perspectives

Authors :
Valentina Lancellotta
Stefano Patarnello
György Kovács
Bruno Fionda
Vincenzo Valentini
Luca Boldrini
Luca Tagliaferri
Maria Antonietta Gambacorta
Andrea D'Aviero
Source :
Journal of Contemporary Brachytherapy, Vol 12, Iss 5, Pp 497-500 (2020), Journal of Contemporary Brachytherapy
Publication Year :
2020
Publisher :
Termedia Publishing House, 2020.

Abstract

Purpose Artificial intelligence (AI) plays a central role in building decision supporting systems (DSS), and its application in healthcare is rapidly increasing. The aim of this study was to define the role of AI in healthcare, with main focus on radiation oncology (RO) and interventional radiotherapy (IRT, brachytherapy). Artificial intelligence in interventional radiation therapy AI in RO has a large impact in providing clinical decision support, data mining and advanced imaging analysis, automating repetitive tasks, optimizing time, and modelling patients and physicians' behaviors in heterogeneous contexts. Implementing AI and automation in RO and IRT can successfully facilitate all the steps of treatment workflow, such as patient consultation, target volume delineation, treatment planning, and treatment delivery. Conclusions AI may contribute to improve clinical outcomes through the application of predictive models and DSS optimization. This approach could lead to reducing time-consuming repetitive tasks, healthcare costs, and improving treatment quality assurance and patient's assistance in IRT.

Details

Language :
English
ISSN :
20812841
Volume :
12
Issue :
5
Database :
OpenAIRE
Journal :
Journal of Contemporary Brachytherapy
Accession number :
edsair.doi.dedup.....4e1a1ec6651fe4143f1e0d9f679c28c8