TY - GEN
T1 - Design android application to determine pneumonia levels based on Dempster Shafer method
AU - Purwanti, Endah
AU - Pangesti, Debrina Rizka
AU - Bakhtiar, Arief
AU - Cynthia, La Febry Andira Rose
N1 - Publisher Copyright:
© 2020 Author(s).
PY - 2020/12/9
Y1 - 2020/12/9
N2 - Pneumonia is a respiratory disease with a high prevalence in Indonesia. Determination of pneumonia levels is done by radiology examination, physical examination and clinical history. If the determination of the level of pneumonia is not right, it will affect the treatment and subsequent treatment. The purpose of this study is to design an android application that can be used to determine pneumonia levels. The device was built using 9 input parameters in the form of standard inspection results for the diagnosis of this disease. The classification method uses the Dempster-Shafer algorithm which has been equipped with a belief value for each parameter. The device output consists of 2 classes, namely mild pneumonia or severe pneumonia. Through the device performance tests obtained sensitivity, specificity and accuracy of 85%, 94.29% and 90.90%.
AB - Pneumonia is a respiratory disease with a high prevalence in Indonesia. Determination of pneumonia levels is done by radiology examination, physical examination and clinical history. If the determination of the level of pneumonia is not right, it will affect the treatment and subsequent treatment. The purpose of this study is to design an android application that can be used to determine pneumonia levels. The device was built using 9 input parameters in the form of standard inspection results for the diagnosis of this disease. The classification method uses the Dempster-Shafer algorithm which has been equipped with a belief value for each parameter. The device output consists of 2 classes, namely mild pneumonia or severe pneumonia. Through the device performance tests obtained sensitivity, specificity and accuracy of 85%, 94.29% and 90.90%.
UR - http://www.scopus.com/inward/record.url?scp=85097993736&partnerID=8YFLogxK
U2 - 10.1063/5.0034826
DO - 10.1063/5.0034826
M3 - Conference contribution
AN - SCOPUS:85097993736
T3 - AIP Conference Proceedings
BT - 2nd International Conference on Physical Instrumentation and Advanced Materials 2019
A2 - Trilaksana, Herri
A2 - Harun, Sulaiman Wadi
A2 - Shearer, Cameron
A2 - Yasin, Moh
PB - American Institute of Physics Inc.
T2 - 2nd International Conference on Physical Instrumentation and Advanced Materials, ICPIAM 2019
Y2 - 22 October 2019
ER -