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Artificial intelligence (AI) and interventional radiotherapy (brachytherapy): state of art and future perspectives
- 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.
- Subjects :
- 0106 biological sciences
medicine.medical_treatment
Brachytherapy
brachytherapy
interventional radiotherapy
01 natural sciences
Clinical decision support system
decision supporting system
Health care
Medicine
Radiology, Nuclear Medicine and imaging
Radiation treatment planning
Settore MED/36 - DIAGNOSTICA PER IMMAGINI E RADIOTERAPIA
Review Paper
business.industry
010401 analytical chemistry
personalized medicine
artificial intelligence
Automation
0104 chemical sciences
Radiation therapy
Workflow
machine learning
Oncology
Personalized medicine
Artificial intelligence
business
010606 plant biology & botany
Subjects
Details
- Language :
- English
- ISSN :
- 20812841
- Volume :
- 12
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Journal of Contemporary Brachytherapy
- Accession number :
- edsair.doi.dedup.....4e1a1ec6651fe4143f1e0d9f679c28c8