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Author:

Cao, Di (Cao, Di.) | Yang, Yifan (Yang, Yifan.) | Li, Mengyi (Li, Mengyi.) | Liu, Yang (Liu, Yang.) | Yang, Dawei (Yang, Dawei.) | Xu, Hui (Xu, Hui.) | Lv, Han (Lv, Han.) | Zhang, Zhongtao (Zhang, Zhongtao.) | Zhang, Peng (Zhang, Peng.) | Jia, Xibin (Jia, Xibin.) | Yang, Zhenghan (Yang, Zhenghan.)

Indexed by:

EI Scopus SCIE

Abstract:

Background The performance of automatic liver segmentation and manual sampling MRI strategies needs be compared to determine interchangeability.Objective To compare automatic liver segmentation and manual sampling strategies (manual whole liver segmentation and standardized manual region of interest) for performance in quantifying liver volume and MRI-proton density fat fraction (MRI-PDFF), identifying steatosis grade, and time burden.Methods Fifty patients with obesity who underwent liver biopsy and MRI between December 2017 and November 2018 were included. Sampling strategies included automatic and manual whole liver segmentation and 4 and 9 large regions of interest. Intraclass correlation coefficient (ICC), Bland-Altman, linear regression, receiver operating characteristic curve, and Pearson correlation analyses were performed.Results Automatic whole liver segmentation liver volume and manual whole liver segmentation liver volume showed excellent agreement (ICC=0.97), high correlation (R2=0.96), and low bias (3.7%, 95% limits of agreement, -4.8%, 12.2%) in liver volume. There was the best agreement (ICC=0.99), highest correlation (R2=1.00), and minimum bias (0.84%, 95% limits of agreement, -0.20%, 1.89%) between automated whole liver segmentation MRI-PDFF and manual whole liver segmentation MRI-PDFF. There was no difference of each paired comparison of receiver operating characteristic curves for detecting steatosis (P=0.07-1.00). The minimum time burden for automatic whole liver segmentation was 0.32 s (0.32-0.33 s).Conclusion Automatic measurement has similar effects to manual measurement in quantifying liver volume, MRI-PDFF, and detecting steatosis. Time burden of automatic whole liver segmentation is minimal among all sampling strategies. Manual measurement can be replaced by automatic measurement to improve quantitative efficiency.

Keyword:

Time burden Hepatic steatosis MRI-based proton density fat fraction Liver segmentation Sampling strategy Liver volume

Author Community:

  • [ 1 ] [Cao, Di]Capital Med Univ, Beijing Friendship Hosp, Dept Radiol, 95 Yongan Rd, Beijing 100050, Peoples R China
  • [ 2 ] [Yang, Dawei]Capital Med Univ, Beijing Friendship Hosp, Dept Radiol, 95 Yongan Rd, Beijing 100050, Peoples R China
  • [ 3 ] [Xu, Hui]Capital Med Univ, Beijing Friendship Hosp, Dept Radiol, 95 Yongan Rd, Beijing 100050, Peoples R China
  • [ 4 ] [Lv, Han]Capital Med Univ, Beijing Friendship Hosp, Dept Radiol, 95 Yongan Rd, Beijing 100050, Peoples R China
  • [ 5 ] [Yang, Zhenghan]Capital Med Univ, Beijing Friendship Hosp, Dept Radiol, 95 Yongan Rd, Beijing 100050, Peoples R China
  • [ 6 ] [Yang, Yifan]Beijing Univ Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 7 ] [Jia, Xibin]Beijing Univ Technol, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 8 ] [Li, Mengyi]Capital Med Univ, Beijing Friendship Hosp, Dept Gen Surg, 95 Yong An Rd, Beijing 100050, Peoples R China
  • [ 9 ] [Liu, Yang]Capital Med Univ, Beijing Friendship Hosp, Dept Gen Surg, 95 Yong An Rd, Beijing 100050, Peoples R China
  • [ 10 ] [Zhang, Zhongtao]Capital Med Univ, Beijing Friendship Hosp, Dept Gen Surg, 95 Yong An Rd, Beijing 100050, Peoples R China
  • [ 11 ] [Zhang, Peng]Capital Med Univ, Beijing Friendship Hosp, Dept Gen Surg, 95 Yong An Rd, Beijing 100050, Peoples R China
  • [ 12 ] [Li, Mengyi]Natl Clin Res Ctr Digest Dis, 95 Yong An Rd, Beijing 100050, Peoples R China
  • [ 13 ] [Liu, Yang]Natl Clin Res Ctr Digest Dis, 95 Yong An Rd, Beijing 100050, Peoples R China
  • [ 14 ] [Zhang, Zhongtao]Natl Clin Res Ctr Digest Dis, 95 Yong An Rd, Beijing 100050, Peoples R China
  • [ 15 ] [Zhang, Peng]Natl Clin Res Ctr Digest Dis, 95 Yong An Rd, Beijing 100050, Peoples R China

Reprint Author's Address:

  • [Cao, Di]Capital Med Univ, Beijing Friendship Hosp, Dept Radiol, 95 Yongan Rd, Beijing 100050, Peoples R China

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Source :

CURRENT MEDICAL IMAGING

ISSN: 1573-4056

Year: 2024

Volume: 20

1 . 4 0 0

JCR@2022

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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