Using Transfer Learning Method to Develop an Artificial Intelligence Assisted Triaging for Endotracheal Tube Position on Chest X-ray

Using Transfer Learning Method to Develop an Artificial Intelligence Assisted Triaging for Endotracheal Tube Position on Chest X-ray

Endotracheal tubes (ETTs) provide a vital connection between the ventilator and patient; however, improper placement can hinder ventilation efficiency or injure the patient. Chest X-ray (CXR) is the most common approach to confirming ETT placement; however, technicians require considerable expertise...

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Bibliographic Details
Main Authors: Kuo-Ching Yuan, Lung-Wen Tsai, Kevin S. Lai, Sing-Teck Teng, Yu-Sheng Lo, Syu-Jyun Peng
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Diagnostics
Subjects:
artificial intelligence
endotracheal tube
chest X-ray
transfer learning
Online Access:https://www.mdpi.com/2075-4418/11/10/1844

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