Virtual-simulation boosted neural network dose calculation engine for intensity-modulated radiation therapy - Li, Zirong; Liu, Yaoying; Shang, Xuying; Sheng, Huashan; Xie, Chuanbin; Zhao, Wei; Zhang, Gaolong; Zhou, Qichao; Xu, Shouping (Australasian physical & engineering sciences in medicine, 2025)
Keywords: Accuracy; Algorithms; Automation; Biological and Medical Physics; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Biophysics; Cancer therapies; Computer Simulation; Datasets; Humans; Medical and Radiation Physics; Monte Carlo Method; Neural networks; Neural Networks, Computer; Optimization techniques; Planning; Python; Radiation Dosage; Radiation therapy; Radiotherapy Dosage; Radiotherapy Planning, Computer-Assisted; Radiotherapy, Intensity-Modulated; Scientific Paper; Simulation; Workflow; Radiation therapy (RT); Neural network (NN); IMRT; Dose calculation; Virtual-simulation