Radiation Dosimetry, Artificial Intelligence and Digital Twins: Old Dog, New Tricks.
Semin Nucl Med
; 53(3): 457-466, 2023 05.
Article
em En
| MEDLINE
| ID: mdl-36379728
ABSTRACT
Developments in artificial intelligence, particularly convolutional neural networks and deep learning, have the potential for problem solving that has previously confounded human intelligence. Accurate prediction of radiation dosimetry pre-treatment with scope to adjust dosing for optimal target and non-target tissue doses is consistent with striving for improved the outcomes of precision medicine. The combination of artificial intelligence and production of digital twins could provide an avenue for an individualised therapy doses and enhanced outcomes in theranostics. While there are barriers to overcome, the maturity of individual technologies (i.e. radiation dosimetry, artificial intelligence, theranostics and digital twins) places these approaches within reach.
Texto completo:
1
Base de dados:
MEDLINE
Assunto principal:
Inteligência Artificial
/
Redes Neurais de Computação
Tipo de estudo:
Prognostic_studies
Limite:
Humans
Idioma:
En
Revista:
Semin Nucl Med
Ano de publicação:
2023
Tipo de documento:
Article