Modelling and optimisation of treatment parameters in high-dose-rate mono brachytherapy for localised prostate carcinoma using a multilayer artificial neural network and a genetic algorithm: Pilot study.
Katarina M. RajkovicKata Dabic-StankovicJovan StankovicMiodrag AcimovicNina DukanovicBorislava NikolinPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- pilot study
- genetic algorithm
- radiation therapy
- artificial neural networks
- prostate cancer
- image guided
- mutation rate
- neural network
- treatment plan
- considerable increase
- computer games
- disease progression
- radiotherapy treatment
- intensity modulated radiation therapy
- population size
- genetic algorithm ga
- normal tissue
- treatment planning
- input variables
- multi objective
- automatic segmentation
- open learner models
- ultrasound images
- radiation dose
- genetic algorithm is applied
- back propagation
- cancer patients
- pilot project
- high rate
- science learning
- needle insertion
- computer aided
- clinical decision making