Automated abdominal CT contrast phase detection using an interpretable and open-source artificial intelligence algorithm.

Eduardo Pontes ReisLouis BlankemeierJuan Manuel Zambrano ChavesMalte Engmann Kjeldskov JensenSally YaoCesar Augusto Madid TruytsMarc H WillisScott AdamsEdson AmaroRobert D BoutinAkshay S Chaudhari

Published in: European radiology (2024)

Digital Imaging and Communications in Medicine labels are inaccurate for determining the abdominal CT scan phase. AI provides great help in accurately discriminating the contrast phase. Accurate contrast phase determination aids downstream AI applications and biomarker quantification.

Keyphrases

artificial intelligence
machine learning
deep learning
contrast enhanced
computed tomography
magnetic resonance
big data
high resolution
dual energy
magnetic resonance imaging
image quality
high throughput
positron emission tomography
mass spectrometry
solid phase extraction
real time pcr