3D ultrasound volume quantification for pediatric urinary tract dilation: a semi-automated segmentation software inter-rater analysis.

IF 2.1 3区 医学 Q2 PEDIATRICS
Pediatric Radiology Pub Date : 2025-02-01 Epub Date: 2024-12-18 DOI:10.1007/s00247-024-06132-y
Tatiana Morales-Tisnés, Laith R Sultan, Laurence Rouet, James Jago, Trudy A Morgan, Wondwossen Lerebo, Mohamed M Elsingergy, Arun Srinivasan, Anush Sridharan, Hansel J Otero, Kassa Darge, Susan J Back
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Abstract

Objective: We determined the reliability of a three-dimensional (3D) ultrasound (US) segmentation software for evaluating volumetric hydronephrosis index (HI) and renal parenchymal and pelvicalyceal volume in children with urinary tract dilation (UTD).

Material and methods: From 1/2019 to 9/2023, children clinically scheduled for a renal imaging exam to assess UTD at a single center were prospectively enrolled. They underwent a dedicated two-dimensional (2D) and 3D US renal exam. A UTD score was assigned per kidney from the 2D images based on the 2014 consensus classification by an experienced pediatric radiologist. From the 3D dataset, the renal parenchyma and collecting system were independently segmented by three trained raters using a semi-automated software. From this segmentation, the kidney parenchymal and pelvicalyceal volume, dimensions, and volumetric HI values were analyzed using the intraclass correlation coefficient to grade inter-rater reliability.

Results: Forty-eight studies from 47 patients were included (65% male; median age 24 months; IQR 61 months). From these, 46 right and 40 left kidneys were chosen based on image quality. Twenty-nine (33.7%) kidneys had no UTD, 10 (11.6%) had UTD P1, 23 (26.7%) had UTD P2, and 24 (27.9%) had UTD P3. Inter-rater reliability was almost perfect across all parameters, with estimates ranging from 0.85 to 0.95. In sub-analysis of kidneys with UTD P2 and UTD P3, volumetric HI had the lowest inter-rater agreement (0.75 and 0.66, respectively).

Conclusions: Semi-automated 3D US segmentation for kidneys with UTD can reliably assess renal dimensions, parenchymal and collecting system volumes, and volumetric HI among raters.

儿童尿路扩张的三维超声体积量化:一种半自动分割软件间率分析。
目的:确定三维(3D)超声(US)分割软件用于评估尿路扩张(UTD)儿童体积性肾积水指数(HI)和肾实质及肾盂体积的可靠性。材料和方法:从2019年1月至2023年9月,前瞻性纳入临床计划在单中心进行肾脏影像学检查以评估UTD的儿童。他们接受了专门的二维(2D)和三维美国肾脏检查。根据2014年经验丰富的儿科放射科医生的共识分类,从2D图像中分配每个肾脏的UTD评分。从3D数据集,肾实质和收集系统由三名训练有素的评分员使用半自动软件独立分割。从这个分割中,使用类内相关系数对肾实质和肾盂的体积、尺寸和体积HI值进行分析,以评定组间的可靠性。结果:纳入47例患者的48项研究(65%为男性;中位年龄24个月;61个月)。根据图像质量,从中选择46个右肾和40个左肾。29例(33.7%)无UTD, 10例(11.6%)有UTD P1, 23例(26.7%)有UTD P2, 24例(27.9%)有UTD P3。评估者之间的信度在所有参数上几乎是完美的,估计范围在0.85到0.95之间。在UTD P2和UTD P3肾脏的亚分析中,体积HI具有最低的比率间一致性(分别为0.75和0.66)。结论:用于UTD肾脏的半自动三维超声分割可以可靠地评估肾脏尺寸、实质和收集系统体积以及评分者的体积HI。
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来源期刊
Pediatric Radiology
Pediatric Radiology 医学-核医学
CiteScore
4.40
自引率
17.40%
发文量
300
审稿时长
3-6 weeks
期刊介绍: Official Journal of the European Society of Pediatric Radiology, the Society for Pediatric Radiology and the Asian and Oceanic Society for Pediatric Radiology Pediatric Radiology informs its readers of new findings and progress in all areas of pediatric imaging and in related fields. This is achieved by a blend of original papers, complemented by reviews that set out the present state of knowledge in a particular area of the specialty or summarize specific topics in which discussion has led to clear conclusions. Advances in technology, methodology, apparatus and auxiliary equipment are presented, and modifications of standard techniques are described. Manuscripts submitted for publication must contain a statement to the effect that all human studies have been reviewed by the appropriate ethics committee and have therefore been performed in accordance with the ethical standards laid down in an appropriate version of the 1964 Declaration of Helsinki. It should also be stated clearly in the text that all persons gave their informed consent prior to their inclusion in the study. Details that might disclose the identity of the subjects under study should be omitted.
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