Automatic cardiothoracic ratio calculation based on lung fields abstracted from chest x-ray images without heart segmentation

HIGHLIGHTS

  • What: The contributions in this paper are briefly described as follows: X-ray is the most widely used primary imaging technique for routine chest and bone radiography as it is widely available, low cost, has fast imaging speed, and easy to acquire (Liu et_al, 2022). The authors propose a fully automatic CTR calculation method based on lung fields abstracted from the P-A CXR images using CNNs, overcoming the limitations to heart segmentation, avoiding errors in heart segmentation, and taking less time. The main reason for this Frontiers in Physiology
  • Who: Domenico L. Gatti and . . .

     

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