Using Deep Learning Algorithms to Grade Hydronephrosis Severity: Toward a Clinical Adjunct

Using Deep Learning Algorithms to Grade Hydronephrosis Severity: Toward a Clinical Adjunct

Grading hydronephrosis severity relies on subjective interpretation of renal ultrasound images. Deep learning is a data-driven algorithmic approach to classifying data, including images, presenting a promising option for grading hydronephrosis. The current study explored the potential of deep convol...

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Bibliographic Details
Main Authors: Lauren C. Smail, Kiret Dhindsa, Luis H. Braga, Suzanna Becker, Ranil R. Sonnadara
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-01-01
Series:Frontiers in Pediatrics
Subjects:
hydronephrosis
machine learning
deep learning
ultrasound
diagnostic imaging
grading
Online Access:https://www.frontiersin.org/article/10.3389/fped.2020.00001/full

Internet

https://www.frontiersin.org/article/10.3389/fped.2020.00001/full

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