Machine learning for dose-volume histogram based clinical decision-making support system in radiation therapy plans for brain tumors
Purpose: To create and investigate a novel, clinical decision-support system using machine learning (ML). Methods and Materials: The ML model was developed based on 79 radiotherapy plans of brain tumor patients that were prescribed a total dose of 60 Gy delivered with volumetric-modulated arc therap...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2021-11-01
|
| Series: | Clinical and Translational Radiation Oncology |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405630821000793 |