Effect of Averaging Measurements From Multiple MRI Pulse Sequences on Kidney Volume Reproducibility in Autosomal Dominant Polycystic Kidney Disease

Total kidney volume (TKV) is an important biomarker for assessing kidney function, especially for autosomal dominant polycystic kidney disease (ADPKD). However, TKV measurements from a single MRI pulse sequence have limited reproducibility, ± ~5%, similar to ADPKD annual kidney growth rates. To impr...

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Veröffentlicht in:	Journal of magnetic resonance imaging 2023-10, Vol.58 (4), p.1153-1160
Hauptverfasser:	Dev, Hreedi, Zhu, Chenglin, Sharbatdaran, Arman, Raza, Syed I, Wang, Sophie J, Romano, Dominick J, Goel, Akshay, Teichman, Kurt, Moghadam, Mina C, Shih, George, Blumenfeld, Jon D, Shimonov, Daniil, Chevalier, James M, Prince, Martin R
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Biomarkers Correlation coefficient Correlation coefficients Deep learning Field strength Humans Image processing Image segmentation Kidney - diagnostic imaging Kidney diseases Kidneys Machine learning Magnetic resonance imaging Magnetic Resonance Imaging - methods Medical imaging Normality Outliers (statistics) Planes Polycystic kidney Polycystic Kidney, Autosomal Dominant - diagnostic imaging Prospective Studies Reproducibility Reproducibility of Results Retrospective Studies Statistical analysis Statistical tests Training
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