Determination of output factor for Cyberknife using scintillation dosimetry and deep learning.

Jeremy OcampoGeoff HeyesHamid DehghaniTim ScanlonSimon Jolly Adam P Gibson

Published in: Physics in medicine and biology (2024)

With refinement, a full output factor curve could be measured in less than an hour, offering a new approach for rapid, convenient small-field dosimetry.

Keyphrases

deep learning
blood pressure
monte carlo
machine learning
artificial intelligence
solid phase extraction
convolutional neural network
molecularly imprinted
loop mediated isothermal amplification
high resolution
quantum dots
sensitive detection