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Automatic Adductors Angle Measurement for Neurological Assessment of Post-neonatal Infants during Follow Up

机译:自动内收肌角度测量,用于随访期间新生儿后婴儿的神经学评估

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摘要

In many medical examinations, image or video based automatic schemes are preferred over conventional approaches. Such schemes can greatly increase the efficacy and accuracy of various medical examinations. The work proposed in this article presents an image processing based method to automate adductors angle measurement which is carried out on infants as a part of Hammersmith Infant Neurological Examination (HINE). It is used for assessing neurological development of infants aged below two years. During HINE, postures and reactions of the infant under consideration are recorded. An overall score is estimated and used to quantify the neurological development index of the baby. In the conventional approach, for measuring adductors angle, doctors use rulers. The proposed method uses image segmentation and thinning techniques to measure the angle without involvement of rulers. Results show that the proposed scheme can be used as an aid to the doctors for conducting such examinations.
机译:在许多医学检查中,基于图像或视频的自动方案优于常规方法。这样的方案可以大大提高各种医学检查的功效和准确性。本文中提出的工作提出了一种基于图像处理的方法,可以自动对内收肌角度进行测量,该方法是作为Hammersmith婴儿神经系统检查(HINE)的一部分在婴儿身上进行的。它用于评估2岁以下婴儿的神经发育。在HINE期间,记录所考虑婴儿的姿势和反应。估计总得分并将其用于量化婴儿的神经发育指数。在传统方法中,医生使用直尺测量内收肌角度。所提出的方法使用图像分割和细化技术来测量角度,而无需标尺。结果表明,该方案可作为医生进行此类检查的辅助手段。

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