Anatomically Guided Deep Learning System for Right Internal Jugular Line (RIJL) Segmentation and Tip Localization in Chest X-Ray

Anatomically Guided Deep Learning System for Right Internal Jugular Line (RIJL) Segmentation and Tip Localization in Chest X-Ray

The right internal jugular line (RIJL) is a type of central venous catheter (CVC) inserted into the right internal jugular vein to deliver medications and monitor vital functions in ICU patients. The placement of RIJL is routinely checked by a clinician in a chest X-ray (CXR) image to ensure its pro...

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Bibliographic Details
Main Authors: Siyuan Wei, Liza Shrestha, Gabriel Melendez-Corres, Matthew S. Brown
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Life
Subjects:
artificial intelligence (AI)
deep learning
segmentation
chest X-ray
catheters
anatomical landmark
Online Access:https://www.mdpi.com/2075-1729/15/2/201
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