Computer-aided Measurement System Using Image Processing for Measuring Cobb Angle in Scoliosis

Computer-aided Measurement System Using Image Processing for Measuring Cobb Angle in Scoliosis


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دانشگاه علوم پزشکی تبریز
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نویسندگان: نازیلا مفتیان , طاها صمدسلطانی , زهرا صلاح زاده , حجت حسین پور فیضی , یوسف غیبی , پیمان رضایی

کلمات کلیدی: Decision Support System Image Processing Radiography Spine Deformity Cobb Angle, Scoliosis

نشریه: 0 , 1 , 9 , 2022

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نویسنده ثبت کننده مقاله پیمان رضایی
مرحله جاری مقاله تایید نهایی
دانشکده/مرکز مربوطه دانشکده مدیریت و اطلاع رسانی پزشکی
کد مقاله 77994
عنوان فارسی مقاله Computer-aided Measurement System Using Image Processing for Measuring Cobb Angle in Scoliosis
عنوان لاتین مقاله Computer-aided Measurement System Using Image Processing for Measuring Cobb Angle in Scoliosis
ناشر 7
آیا مقاله از طرح تحقیقاتی و یا منتورشیپ استخراج شده است؟ خیر
عنوان نشریه (خارج از لیست فوق) Middle East Journal of Rehabilitation and Health Studies:
نوع مقاله Original Article
نحوه ایندکس شدن مقاله ایندکس شده سطح سه – Scopus
آدرس لینک مقاله/ همایش در شبکه اینترنت

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Background: One of the spine deformities is scoliosis, and Cobb angle is generally used to assess it. Objectives: In this study, a computer-aided measurement system (CAMS) was presented as a new repeatable and reproducible approach to assess the Cobb angle in idiopathic scoliosis patients. Methods: Python libraries, including OpenCV and Numpy were used for image processing and design of the software. To assess the repeatability and reproducibility of the CAMS, a series of 98 anterior-posterior radiographs from patients with idiopathic scoliosis were used. Assessments were done by five independent observers. Each radiograph was assessed by each observer three times with a minimum break of two weeks among assessment. The single measure intraclass correlation coefficient (ICC), the mean absolute difference (MAD), and the standard error measurement (SEM) values were used for intra- and inter-observer reliability. Results: The inter-observer analysis indicated that the ICCs ranged from 0.94 - 0.99, and the MAD between manual and CAMS were less than 3°. For intra-observer measurements, the combined SEM between all observers for the manual and CAMS was 1.79° and 1.27°, respectively. An ICC value of 0.97 with 95% confidence interval (CI) was excellent in CAMS for inter-observer reliability. The MAD of CAMS was 2.18 ± 2.01 degrees. Conclusions: The CAMS is an effective and reliable approach for assessing scoliotic curvature in the standing radiographs of thoraco-lumbar. Moreover, CAMS can accelerate clinical visits, and its calculation results are reliable.

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نویسنده نفر چندم مقاله
نازیلا مفتیاناول
طاها صمدسلطانیدوم
زهرا صلاح زادهسوم
حجت حسین پور فیضیچهارم
یوسف غیبیپنجم
پیمان رضاییهفتم

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