JOURNAL ARTICLE

Analysis of intra- and inter-observer variability in 4D liver ultrasound landmark labeling

Daniel L. WulffFloris Ernst

Year: 2025 Journal:   Journal of Medical Imaging Vol: 12 (05)Pages: 051807-051807   Publisher: SPIE

Abstract

We highlight variability in expert-labeled ground truth data for 4D ultrasound imaging and identify ultrasound artifacts as a major source of labeling inaccuracies. These findings underscore the importance of addressing observer variability and artifact-related challenges to improve the reliability of ground truth data for evaluating target tracking algorithms in 4D ultrasound applications.

Keywords:
Medicine Landmark Ultrasound Observer (physics) Radiology Nuclear medicine Artificial intelligence

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Citation History

Topics

Radiomics and Machine Learning in Medical Imaging
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging

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