Advanced Kidney Volume Measurement Method Using Ultrasonography with Artificial Intelligence-Based Hybrid Learning in Children

Advanced Kidney Volume Measurement Method Using Ultrasonography with Artificial Intelligence-Based Hybrid Learning in Children

In this study, we aimed to develop a new automated method for kidney volume measurement in children using ultrasonography (US) with image pre-processing and hybrid learning and to formulate an equation to calculate the expected kidney volume. The volumes of 282 kidneys (141 subjects, <19 years ol...

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Bibliographic Details
Main Authors: Dong-Wook Kim, Hong-Gi Ahn, Jeeyoung Kim, Choon-Sik Yoon, Ji-Hong Kim, Sejung Yang
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
kidney volume measurement
ultrasonography
image segmentation
artificial intelligence
hybrid learning
Online Access:https://www.mdpi.com/1424-8220/21/20/6846

Internet

https://www.mdpi.com/1424-8220/21/20/6846

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