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Identification of Interscalene Brachial Plexus on Ultrasonography Using a Deep Neural Network — IBRUNNET  

Ultrasound Therapy; Complications Clinical Trial

Official title:
Identification of Interscalene Brachial Plexus Automatically on Ultrasonography Using a Deep Neural Network

Clinical Trial Summary

The purpose of the study is to develop and validate an algorithm based on deep neural networks (DNNs) to identify interscalene brachial plexus on ultrasonography automatically.

Clinical Trial Description

The investigators plan to develop a deep learning-based network to automatically identify interscalene brachial nerves on ultrasound images. The trained model will be validated on an independent dataset. The performance of the network will also be compared against practicing anesthesiologists. ;

Study Design

Related Conditions & MeSH terms

  • Ultrasound Therapy; Complications
Clinical Trial Details
NCT number NCT04183972
Study type Interventional
Source Huashan Hospital
Contact
Status Completed
Phase N/A
Start date December 1, 2019
Completion date October 31, 2020
View Details
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