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computer-aided measurement system using image processing for measuring cobb angle in scoliosis
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نویسنده
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moftian nazila ,samad soltani taha ,salahzadeh zahra ,hossein pourfeizi hojjat ,gheibi yousef ,fazlollahi amir ,rezaei-hachesu peyman
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منبع
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middle east journal of rehabilitation and health studies - 2022 - دوره : 9 - شماره : 1 - صفحه:1 -8
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چکیده
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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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کلیدواژه
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cobb angle ,scoliosis ,spine deformity ,radiography ,image processing ,decision support system
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آدرس
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tabriz university of medical sciences, faculty of management and medical informatics, student research committee (src), department of health information technology, iran, tabriz university of medical sciences, faculty of management and medical informatics, department of health information technology, iran, tabriz university of medical sciences, faculty of rehabilitation, department of physiotherapy, iran, tabriz university of medical sciences, faculty of medicine, iran, university of tabriz, faculty of electrical and computer engineering, iran, commonwealth scientific and industrial research organisation ( csiro), australian ehealth research center, australia, tabriz university of medical sciences, faculty of management and medical informatics, department of health information technology, iran
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پست الکترونیکی
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rezaeip@tbzmed.ac.ir
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Authors
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