Comparison of MRI segmentation techniques for measuring liver cyst volumes in autosomal dominant polycystic kidney disease.

Clin Imaging

Department of Radiology, Weill Cornell Medical Center, New York, NY, United States; Department of Radiology, Columbia College of Physicians and Surgeons, New York, NY, United States. Electronic address:

Published: May 2018

Purpose: To compare MRI segmentation methods for measuring liver cyst volumes in autosomal dominant polycystic kidney disease (ADPKD).

Methods: Liver cyst volumes in 42 ADPKD patients were measured using region growing, thresholding and cyst diameter techniques. Manual segmentation was the reference standard.

Results: Root mean square deviation was 113, 155, and 500 for cyst diameter, thresholding and region growing respectively. Thresholding error for cyst volumes below 500ml was 550% vs 17% for cyst volumes above 500ml (p<0.001).

Conclusion: For measuring volume of a small number of cysts, cyst diameter and manual segmentation methods are recommended. For severe disease with numerous, large hepatic cysts, thresholding is an acceptable alternative.

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Source
http://dx.doi.org/10.1016/j.clinimag.2017.07.004DOI Listing

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