Machine learning approach for proton range verification using real-time prompt gamma imaging with Compton cameras: addressing the total deposited energy information gap.

Published in: Physics in medicine and biology (2024)

A considerable improvement in the Compton camera's performance was demonstrated in determining the distal falloff and identifying a few millimeters of target displacements. This approach has shown great potential for enhancing online proton range monitoring with Compton cameras in future clinical applications.

Keyphrases

machine learning
health information
high resolution
social media
minimally invasive
current status
artificial intelligence
high speed
electron transfer
big data
healthcare
deep learning
convolutional neural network
mass spectrometry
climate change