Deep Learning Automation of Kidney, Liver, and Spleen Segmentation for Organ Volume Measurements in Autosomal Dominant Polycystic Kidney Disease

Deep Learning Automation of Kidney, Liver, and Spleen Segmentation for Organ Volume Measurements in Autosomal Dominant Polycystic Kidney Disease

Organ volume measurements are a key metric for managing ADPKD (the most common inherited renal disease). However, measuring organ volumes is tedious and involves manually contouring organ outlines on multiple cross-sectional MRI or CT images. The automation of kidney contouring using deep learning h...

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Bibliographic Details
Main Authors: Arman Sharbatdaran, Dominick Romano, Kurt Teichman, Hreedi Dev, Syed I. Raza, Akshay Goel, Mina C. Moghadam, Jon D. Blumenfeld, James M. Chevalier, Daniil Shimonov, George Shih, Yi Wang, Martin R. Prince
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Tomography
Subjects:
liver volume
kidney volume
spleen volume
ADPKD
artificial intelligence
interobserver variability
Online Access:https://www.mdpi.com/2379-139X/8/4/152

Internet

https://www.mdpi.com/2379-139X/8/4/152

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