TY - GEN
T1 - Automatic Measurement of Spinous Process Angle on Ultrasound Spinal Column Image
AU - Said, Gabriela Zurliana
AU - Sardjono, Tri Arief
AU - Hikmah, Nada Fitrieyatul
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Adolescent Idiopathic Scoliosis (AIS) is scoliosis that affects adolescents. Recently, ultrasound and Spinous Process Angle (SPA) have been a method to detect AIS. This study took images of 7 different subjects. During pre-processing process, the image quality was improved using CLAHE, Median Filter. The polynomial regression results are searched for the leftmost or rightmost positions to find the scoliosis curve. Three points are taken on the curve as measurement points from the SPA. This automatic result is compared with the gradient vector flow. The results were then evaluated using Pearson's Correlation by comparing the obtained SPA with Cobb Angle. The result for manual SPA is 0.2 and 0.25 for automatic SPA. These two results were compared resulting in Pearson's Correlation of -0.15. The automatic measurement system on ultrasound images can be an alternative to measuring the angle of scoliosis in the future.
AB - Adolescent Idiopathic Scoliosis (AIS) is scoliosis that affects adolescents. Recently, ultrasound and Spinous Process Angle (SPA) have been a method to detect AIS. This study took images of 7 different subjects. During pre-processing process, the image quality was improved using CLAHE, Median Filter. The polynomial regression results are searched for the leftmost or rightmost positions to find the scoliosis curve. Three points are taken on the curve as measurement points from the SPA. This automatic result is compared with the gradient vector flow. The results were then evaluated using Pearson's Correlation by comparing the obtained SPA with Cobb Angle. The result for manual SPA is 0.2 and 0.25 for automatic SPA. These two results were compared resulting in Pearson's Correlation of -0.15. The automatic measurement system on ultrasound images can be an alternative to measuring the angle of scoliosis in the future.
KW - Adolescent Idiopathic Scoliosis
KW - Spinous Process
KW - Spinous Process Angle
KW - Ultrasound
UR - http://www.scopus.com/inward/record.url?scp=85149110934&partnerID=8YFLogxK
U2 - 10.1109/CENIM56801.2022.10037464
DO - 10.1109/CENIM56801.2022.10037464
M3 - Conference contribution
AN - SCOPUS:85149110934
T3 - Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022
SP - 91
EP - 98
BT - Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022
Y2 - 22 November 2022 through 23 November 2022
ER -