The Performance of a Deep Learning-Based Automatic Measurement Model for Measuring the Cardiothoracic Ratio on Chest Radiographs.

Donguk KimJong Hyuk LeeMyoung-Jin JangJong Soo Park Wonju HongChan Su LeeSi Yeong YangChang Min Park

Published in: Bioengineering (Basel, Switzerland) (2023)

While the sensitivity and NPV of this model for diagnosing cardiomegaly in chest radiographs with consolidation or pleural effusion were not as high as those of the radiologists, it demonstrated good agreement with the thoracic radiologists in measuring the CTR across various pathologies.

Keyphrases

deep learning
artificial intelligence
machine learning
spinal cord
convolutional neural network