Automatic localization of anatomical landmarks in head cine fluoroscopy images via deep learning.

Wilbur Ks FumMohammad Nazri Md ShahRaja Rizal Azman Raja AmanKhairul Azmi Abd KadirSum LeongLi Kuo Tan

Published in: Medical physics (2024)

Our deep-learning model successfully localizes anatomical landmarks and estimates the gross shape of skull structures from collimated 2D projection views. This method may help identify the exposure region required for patient-specific organ dosimetry in FGIs procedures.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning
magnetic resonance
children with cerebral palsy