PhysRFANet: Physics-Guided Neural Network for Real-Time Prediction of Thermal Effect During Radiofrequency Ablation Treatment.
Minwoo ShinMinjee SeoSeonaeng ChoJuil ParkJoon Ho KwonDeukhee LeeKyungho YoonPublished in: CoRR (2023)
Keyphrases
- real time
- neural network
- prediction model
- prediction accuracy
- chaotic time series
- multi layer perceptron
- intraoperative
- control system
- bp neural network
- back propagation
- self organizing maps
- recurrent neural networks
- image guidance
- low cost
- fuzzy logic
- genetic algorithm
- artificial neural networks
- pattern recognition
- feed forward neural networks
- elman network
- short term prediction
- neural network is trained
- medical treatment
- neural network ensemble
- radiation therapy
- computer assisted
- computer science
- motion estimation
- associative memory
- feed forward