Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis

Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis

Care during the COVID-19 pandemic hinges upon the existence of fast, safe, and highly sensitive diagnostic tools. Considering significant practical advantages of lung ultrasound (LUS) over other imaging techniques, but difficulties for doctors in pattern recognition, we aim to leverage machine learn...

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Bibliographic Details
Main Authors: Jannis Born, Nina Wiedemann, Manuel Cossio, Charlotte Buhre, Gabriel Brändle, Konstantin Leidermann, Julie Goulet, Avinash Aujayeb, Michael Moor, Bastian Rieck, Karsten Borgwardt
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
computer vision
Convolutional neural network
COVID-19
deep learning
interpretability
pneumonia
Online Access:https://www.mdpi.com/2076-3417/11/2/672

Internet

https://www.mdpi.com/2076-3417/11/2/672

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