TY - GEN
T1 - Survival Analysis of Diabetes Mellitus Patients Using Semiparametric Approach
AU - Purnomo, Jerry Dwi Trijoyo
AU - Purnami, Santi Wulan
AU - Anshori, Febry Hilmi
AU - Lantika, Albertus Kurnia
N1 - Publisher Copyright:
© 2021, Springer Nature Singapore Pte Ltd.
PY - 2021
Y1 - 2021
N2 - The disease that attacks the human body and often gets special attention is diabetes. Diabetes mellitus is a non-communicable disease that is most commonly suffered by the world’s population. Diabetes is a condition that interferes with the body’s ability to process glucose in the blood, otherwise known as blood sugar. So, most patients have survival of only a few months. Therefore, research was conducted on the survival of people with diabetes mellitus and factors that affect it during the event. The method used in this study was the cox regression model. The results obtained from this study are three variables that significantly affect the survival of diabetes mellitus patients, namely Genetics, Age, and Diet. Then the variables Genetic, Age, and Diet became part of Cox Proportional Hazard (PH) modeling.
AB - The disease that attacks the human body and often gets special attention is diabetes. Diabetes mellitus is a non-communicable disease that is most commonly suffered by the world’s population. Diabetes is a condition that interferes with the body’s ability to process glucose in the blood, otherwise known as blood sugar. So, most patients have survival of only a few months. Therefore, research was conducted on the survival of people with diabetes mellitus and factors that affect it during the event. The method used in this study was the cox regression model. The results obtained from this study are three variables that significantly affect the survival of diabetes mellitus patients, namely Genetics, Age, and Diet. Then the variables Genetic, Age, and Diet became part of Cox Proportional Hazard (PH) modeling.
KW - Cox Proportional Hazard
KW - Diabetes mellitus
KW - Survival
UR - http://www.scopus.com/inward/record.url?scp=85119449965&partnerID=8YFLogxK
U2 - 10.1007/978-981-16-7334-4_28
DO - 10.1007/978-981-16-7334-4_28
M3 - Conference contribution
AN - SCOPUS:85119449965
SN - 9789811673337
T3 - Communications in Computer and Information Science
SP - 381
EP - 394
BT - Soft Computing in Data Science - 6th International Conference, SCDS 2021, Proceedings
A2 - Mohamed, Azlinah
A2 - Yap, Bee Wah
A2 - Zain, Jasni Mohamad
A2 - Berry, Michael W.
PB - Springer Science and Business Media Deutschland GmbH
T2 - 6th International Conference on Soft Computing in Data Science, SCDS 2021
Y2 - 2 November 2021 through 3 November 2021
ER -
