Development of a convolutional neural network to differentiate among the etiology of similar appearing pathological B lines on lung ultrasound: a deep learning study

Objectives Lung ultrasound (LUS) is a portable, low-cost respiratory imaging tool but is challenged by user dependence and lack of diagnostic specificity. It is unknown whether the advantages of LUS implementation could be paired with deep learning (DL) techniques to match or exceed human-level, dia...

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Bibliographic Details
Main Authors: Thamer Alaifan, Robert Arntfield, Blake VanBerlo, Nathan Phelps, Matthew White, Rushil Chaudhary, Jordan Ho, Derek Wu
Format: Article
Language:English
Published: BMJ Publishing Group 2021-03-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/11/3/e045120.full
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