TY - GEN
T1 - Fast ellipse fitting implementation on usg mobile telehealth application
AU - Dhanar Santika, Made Wira
AU - Masum, Muhammad Anwar
AU - Kekalih, Aria
AU - Bustamam, Alhadi
AU - Krisnadhi, Adila Alfa
AU - Setiawan, Noor Akhmad
AU - Agus Dwi Suarjaya, I. Made
AU - Nurhadiyatna, Adi
AU - Jatmiko, Wisnu
N1 - Publisher Copyright:
© 2020 IEEE.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/10/17
Y1 - 2020/10/17
N2 - Fetal head circumference (HC) is one of the most important biometrics in assessing fetal growth during prenatal ultrasound examinations. However, measuring the fetal head is not an easy task. This study aims to create an automatic fetal head measurement system. This system is expected to run on mobile devices as part of telehealth system. HC measurement can be done with object detection method, followed by edge detection, then using every edge pixel, fetal head can be approximated using ellipse fitting. Evaluations are carried out using hit rates and error rates for ellipse fitting. From each method that was tested, the evaluation result showed that the Adaptive Boosting and Fast Ellipse Fitting (ElliFit) method had the best performance. This method also had a relatively fast execution time for a mobile device, which is 3-5 seconds.
AB - Fetal head circumference (HC) is one of the most important biometrics in assessing fetal growth during prenatal ultrasound examinations. However, measuring the fetal head is not an easy task. This study aims to create an automatic fetal head measurement system. This system is expected to run on mobile devices as part of telehealth system. HC measurement can be done with object detection method, followed by edge detection, then using every edge pixel, fetal head can be approximated using ellipse fitting. Evaluations are carried out using hit rates and error rates for ellipse fitting. From each method that was tested, the evaluation result showed that the Adaptive Boosting and Fast Ellipse Fitting (ElliFit) method had the best performance. This method also had a relatively fast execution time for a mobile device, which is 3-5 seconds.
KW - Adaptive Boosting
KW - ElliFit
KW - Fetal Head Circumference
KW - USG
UR - http://www.scopus.com/inward/record.url?scp=85097606439&partnerID=8YFLogxK
U2 - 10.1109/IWBIS50925.2020.9255617
DO - 10.1109/IWBIS50925.2020.9255617
M3 - Conference contribution
AN - SCOPUS:85097606439
T3 - 2020 International Workshop on Big Data and Information Security, IWBIS 2020
SP - 59
EP - 63
BT - 2020 International Workshop on Big Data and Information Security, IWBIS 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th International Workshop on Big Data and Information Security, IWBIS 2020
Y2 - 17 October 2020 through 18 October 2020
ER -