Predicting 30-day mortality after an acute coronary syndrome (acs) using machine learning methods for feature selection, classification and visualisation
Hybrid combinations of feature selection, classification and visualisation using machine learning (ML) methods have the potential for enhanced understanding and 30-day mortality prediction of patients with cardiovascular disease using population-specific data. Identifying a feature selection method...
Published in: | Sains Malaysiana |
---|---|
Main Author: | Aziida N.; Malek S.; Aziz F.; Ibrahim K.S.; Kasim S. |
Format: | Article |
Language: | English |
Published: |
Penerbit Universiti Kebangsaan Malaysia
2021
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104477518&doi=10.17576%2fjsm-2021-5003-17&partnerID=40&md5=4338016cc1c3456bba3741d8e1fcfbf0 |
Similar Items
-
Impact of Ramadan fasting on incidence of acute coronary syndrome from large heterogeneous Malaysian population: The national cardiovascular disease-acute coronary syndrome (NCVDACS) registry
by: Salehuddin, et al.
Published: (2024) -
An international, stepped wedge, cluster-randomized trial investigating the 0/1-h algorithm in suspected acute coronary syndrome in Asia: the rational of the DROP-Asian ACS study
by: Inoue K.; Chieh J.T.W.; Yeh L.C.; Chiang S.-J.; Phrommintikul A.; Suwanasom P.; Kasim S.; Ahmad B.; Idrose A.M.; Salleh F.M.; Oyamada S.; Hirano Y.; Ouchi S.; Terakura M.; Yokoyama N.; Kozuma K.; Nanasato M.; Higuchi R.; Yumoto K.; Fukuzawa T.; Shimada I.; Giannitsis E.; Twerenbold R.; Minamino T.
Published: (2022) -
Prescribing Trends of Renin-Angiotensin System Inhibitors and Mortality among Acute Coronary Syndrome Patients: Insights from the Malaysian National Cardiovascular Disease Registry
by: Suki, et al.
Published: (2024) -
Short- And long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach
by: Aziz F.; Malek S.; Ibrahim K.S.; Shariff R.E.R.; Wan Ahmad W.A.; Ali R.M.; Liu K.T.; Selvaraj G.; Kasim S.
Published: (2021) -
In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm
by: Kasim S.; Malek S.; Song C.; Ahmad W.A.W.; Fong A.; Ibrahim K.S.; Safiruz M.S.; Aziz F.; Hiew J.H.; Ibrahim N.
Published: (2022)