Development and Validation of a Deep-Learning-Based Algorithm for Detecting and Classifying Metallic Implants in Abdominal and Spinal CT Topograms.

Moon-Hyung ChoiJoon-Yong JungZhigang PengStefan GrosskopfMichael SuehlingChristian HofmannSeongyong Pak

Published in: Diagnostics (Basel, Switzerland) (2024)

A prototype DLA to detect metallic implants of the spine and hip on abdominal and spinal CT topograms improves the scan workflow with good performance for both spine and hip implants.

Keyphrases

deep learning
computed tomography
dual energy
image quality
spinal cord
soft tissue
contrast enhanced
total hip arthroplasty
machine learning
positron emission tomography
magnetic resonance imaging
artificial intelligence
convolutional neural network
spinal cord injury
neural network