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article · Egyptian Dental Journal /Egyptian Dental Journal

Accuracy of two software using semi-automated segmentation of simulated bone defects

2024Open accessMinia University

Abstract

Purpose: The aim of this study is to evaluate the accuracy and reliability of simulated osteolytic jaw lesions' volumes measured on 2 CBCT software using semiautomated segmentation.Materials and methods: 8 simulated bone defects were cut at the cancellous bone of 2 human cadaveric mandibles. A replica was created to represent the actual size of the created defects. Then screening radiographs were taken for these defects. 2 software (were used to perform segmentation Ondemand and Mimics which were adaptable to the processing system.Results: Linear regression models for studied methods in estimating impression volume were calculated. Pair-wise comparisons revealed no statistically significant difference between Mimics and OnDemand software. Conclusion: A semiautomated method for CBCT images has several advantages over manual analysis; the risk of nonobjectivity and interobserver variability is greatly reduced by minimizing the active manual input of the user. Thus, Mimics is more reliable and accurate than OnDemand.Odontogenic Cyst; Cyst Volume; Segmentation; Volume Analysis

Research topics

  • Artificial Intelligence in Healthcare and Education
  • Advanced X-ray and CT Imaging
  • Radiomics and Machine Learning in Medical Imaging

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DOI: 10.21608/edj.2023.240289.2731

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