TY - GEN
T1 - Blood Leak Detection System in Hemodialysis Due to Venous Needle Dislodgement
AU - Syarifah, Zahrotus
AU - Sardjono, Tri Arief
AU - Fatoni, Muhammad Hilman
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Venous Needle Dislodgement (VND) is one of the life-threatening complications that might occur during hemodialysis. In this research, a device that can identify blood leakage caused by VND has been developed, allowing it to activate the blood pump and produce audible and visual alerts. The sensor is made up of four Light Dependent Resistor (LDR) sensors that are arranged in an array to look for the presence of blood. The sensor can identify a drop of 0.05 ml blood within 0.5-1 second. The accuracy of the sensor is 99.92%, 100%, 99.96%, and 99.89%. The Hetero Associate Memory (HAM) approach is used to determine the level of risk displaying 100% and 100% sensitivity in the results of specificity testing. When blood is discovered by sensors with three levels of risks, the system has the ability to activate auditory and visual alerts and stop the blood pump.
AB - Venous Needle Dislodgement (VND) is one of the life-threatening complications that might occur during hemodialysis. In this research, a device that can identify blood leakage caused by VND has been developed, allowing it to activate the blood pump and produce audible and visual alerts. The sensor is made up of four Light Dependent Resistor (LDR) sensors that are arranged in an array to look for the presence of blood. The sensor can identify a drop of 0.05 ml blood within 0.5-1 second. The accuracy of the sensor is 99.92%, 100%, 99.96%, and 99.89%. The Hetero Associate Memory (HAM) approach is used to determine the level of risk displaying 100% and 100% sensitivity in the results of specificity testing. When blood is discovered by sensors with three levels of risks, the system has the ability to activate auditory and visual alerts and stop the blood pump.
KW - LDR sensor
KW - blood leakage
KW - hemodialysis
KW - hetero associative memory network
KW - venous needle dislodgement
UR - http://www.scopus.com/inward/record.url?scp=85149107768&partnerID=8YFLogxK
U2 - 10.1109/CENIM56801.2022.10037432
DO - 10.1109/CENIM56801.2022.10037432
M3 - Conference contribution
AN - SCOPUS:85149107768
T3 - Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2022
SP - 104
EP - 109
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 -