Feasibility study of fast intensity‐modulated proton therapy dose prediction method using deep neural networks for prostate cancer
Medical Physics2022Vol. 49(8), pp. 5451–5463
Citations Over TimeTop 10% of 2022 papers
Abstract
This method was a nearly real-time IMPT dose prediction algorithm with accuracy comparable to the pencil beam (PB) analytical algorithms used in prostate cancer. This RU-net might be used in plan robustness optimization and robustness evaluation in the future.
Related Papers
- → The physics of small megavoltage photon beam dosimetry(2017)56 cited
- → Concurrent chemo-radiotherapy with proton therapy: reduced toxicity with comparable oncological outcomes vs photon chemo-radiotherapy(2020)6 cited
- → MO‐B‐BRB‐01: 3D Dosimetry in the Clinic: Background and Motivation(2016)
- → MO‐B‐BRB‐02: 3D Dosimetry in the Clinic: IMRT Technique Validation in Sweden(2016)
- → Methods of Measurement and Calibration in Personnel Dosimetry for External Irradiation: Presentation of the Concept and the Results of a Test Programme in Switzerland(1989)