German CheXpert Chest X-ray Radiology Report Labeler.

Alessandro WollekSardi HyskaThomas SedlmeyrPhilip HaitzerJohannes RueckelBastian O SabelMichael IngrishTobias Lasser

Published in: RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin (2024)

· An algorithm for automatic German thoracic radiology report annotation was developed.. · Automatic label extraction is a promising substitute for manual labeling.. · The classifier trained on extracted labels outperformed the model trained on publicly available data..

Keyphrases

deep learning
artificial intelligence
machine learning
big data
resistance training
neural network
spinal cord
high resolution
electronic health record
magnetic resonance imaging
body composition
spinal cord injury
dual energy
high intensity
data analysis