Automatic Catheter and Tube Detection in Pediatric X-ray Images Using a Scale-Recurrent Network and Synthetic Data

Scott Adams
Scott Adams
Abdul Elnajmi
Abdul Elnajmi

Journal of Digital Imaging, pp. 181-190, 2019.

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Keywords:
X-ray Catheter detection Multi-scale Deep learning Recurrent networkMore(1+)

Abstract:

Catheters are commonly inserted life supporting devices. Because serious complications can arise from malpositioned catheters, X-ray images are used to assess the position of a catheter immediately after placement. Previous computer vision approaches to detect catheters on X-ray images were either rule-based or only capable of processing ...More

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