Ensemble machine learning for predicting in-hospital mortality in Asian women with ST-elevation myocardial infarction (STEMI)

QR Code

Ensemble machine learning for predicting in-hospital mortality in Asian women with ST-elevation myocardial infarction (STEMI)

The accurate prediction of in-hospital mortality in Asian women after ST-Elevation Myocardial Infarction (STEMI) remains a crucial issue in medical research. Existing models frequently neglect this demographic's particular attributes, resulting in poor treatment outcomes. This study aims to imp...

Full description

Bibliographic Details
Published in:	Scientific Reports
Main Author:	2-s2.0-85194855464
Format:	Article
Language:	English
Published:	Nature Research 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85194855464&doi=10.1038%2fs41598-024-61151-x&partnerID=40&md5=c749679b8ebe8a5c92fe267306f2bb9e

Similar Items

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)

Thrombolytic failure with streptokinase in acute myocardial infarction using electrocardiogram criteria
by: 2-s2.0-44149090501
Published: (2008)

Enhancing myocardial infarction diagnostic accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in echocardiography
by: Kasim, et al.
Published: (2024)

Profiling of myocardial infarction history from electrocardiogram using artificial neural network
by: 2-s2.0-85054391989
Published: (2018)

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)

Comparison of ensemble hybrid sampling with bagging and boosting machine learning approach for imbalanced data
by: 2-s2.0-85142097924
Published: (2023)

THE CHALLENGES TO WOMEN’S ENTREPRENEURIAL INVOLVEMENT IN THE HOSPITALITY INDUSTRY
by: 2-s2.0-85143343856
Published: (2022)

In-hospital risk stratification algorithm of Asian elderly patients
by: Kasim S.; Malek S.; Cheen S.; Safiruz M.S.; Ahmad W.A.W.; Ibrahim K.S.; Aziz F.; Negishi K.; Ibrahim N.
Published: (2022)

The genome sequence of a type ST239 methicillin-resistant staphylococcus aureus isolate from a Malaysian hospital
by: Lee L.S.; Teh L.K.; Zainuddin Z.F.; Salleh M.Z.
Published: (2015)

Prediction of mortality in severe dengue cases
by: Md-Sani S.S.; Md-Noor J.; Han W.-H.; Gan S.-P.; Rani N.-S.; Tan H.-L.; Rathakrishnan K.; A-Shariffuddin M.A.; Abd-Rahman M.
Published: (2018)

Predicting 30-day mortality after an acute coronary syndrome (acs) using machine learning methods for feature selection, classification and visualisation
by: Aziida N.; Malek S.; Aziz F.; Ibrahim K.S.; Kasim S.
Published: (2021)

The integration of 21st century skills in the curriculum of education
by: 2-s2.0-85200222182
Published: (2024)

A Comparative Analysis of Combination of CNN-Based Models with Ensemble Learning on Imbalanced Data
by: Gao X.; Jamil N.; Ramli M.I.; Ariffin S.M.Z.S.Z.
Published: (2024)

The 5M Approach in 21st Century Islamic Education
by: 2-s2.0-85217697177
Published: (2024)

Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
by: 2-s2.0-85164711241
Published: (2023)

Prediction of Saraline-based super lightweight completion fluid densities at elevated pressures and temperatures
by: Amir Z.; Jan B.M.; Wahab A.K.A.; Khalil M.; Chong W.T.; Hassan Z.
Published: (2015)

Prevalence and risk factors of myocardial injury in patients with COVID-19: A retrospective study
by: Mat Jusoh S.N.A.; Anuar L.N.Z.; Sh Abdullah S.S.; Sani H.
Published: (2025)

Prevalence and risk factors of myocardial injury in patients with COVID-19: A retrospective study
by: 2-s2.0-85215757723
Published: (2025)

Rainfall prediction using machine learning
by: 2-s2.0-85198466583
Published: (2024)

Essential Attributes to Stimulate 21st Century Skills amongst Children Learning in Pre-war Schools
by: Azhari, et al.
Published: (2024)

Multiclass Prediction Model for Student Grade Prediction Using Machine Learning
by: 2-s2.0-85110858538
Published: (2021)

The Element of Integrated Design Project Towards Fulfilling the 21st Century Skills Set and Sustainable Development Goal (SDG)
by: 2-s2.0-85174513973
Published: (2023)

Diet, cardiovascular disease, and mortality in 80 countries
by: 2-s2.0-85165521465
Published: (2023)

Predicting The Melting Temperature Of Polymers Using Machine Learning
by: Fatriansyah J.F.; Mahardi H.L.; Rizky M.A.Y.; Surya R.D.; Federico A.; Surip S.N.
Published: (2024)

Preliminary Design of the Wheelchair Elevation Support Unit (WES)
by: Arifin K.A.K.; Jusoh M.A.M.; Abdullah S.C.; Rashid H.
Published: (2024)

Preliminary Design of the Wheelchair Elevation Support Unit (WES)
by: Arifin, et al.
Published: (2024)

Familial Hypercholesterolaemia Patients with LDLR Mutation Among Asian Population in Southeast Asian Countries: Systematic Review
by: Shahuri N.S.; Kasim N.A.M.; Nawawi H.M.; Chua Y.-A.; Al-Khateeb A.; Kadir S.H.S.A.
Published: (2024)

Familial Hypercholesterolaemia Patients with LDLR Mutation Among Asian Population in Southeast Asian Countries: Systematic Review
by: 2-s2.0-85215436190
Published: (2024)

Glycemic index, glycemic load, and cardiovascular disease and mortality
by: Jenkins D.J.A.; Dehghan M.; Mente A.; Bangdiwala S.I.; Rangarajan S.; Srichaikul K.; Mohan V.; Avezum A.; Díaz R.; Rosengren A.; Lanas F.; Lopez-Jaramillo P.; Li W.; Oguz A.; Khatib R.; Poirier P.; Mohammadifard N.; Pepe A.; Alhabib K.F.; Chifamba J.; Yusufali A.H.; Iqbal R.; Yeates K.; Yusoff K.; Ismail N.; Teo K.; Swaminathan S.; Liu X.; Zatońska K.; Yusuf R.; Yusuf S.
Published: (2021)

Urinary sodium and potassium excretion, mortality, and cardiovascular events
by: 2-s2.0-84906080079
Published: (2014)

Prediction of solar radiation intensity using extreme learning machine
by: 2-s2.0-85051805264
Published: (2018)

Predicting proactive service performance: The role of employee engagement and positive emotional labor among frontline hospitality employees
by: 2-s2.0-85086725100
Published: (2020)

Multiclass Prediction of Diabetic Retinopathy Severity Using Machine Learning Algorithms
by: Aziz N.A.A.; Ali A.M.; Azamen N.T.N.N.; Osman R.
Published: (2024)

Prediction of Glass Transition Temperature of Polymers Using Simple Machine Learning
by: Fatriansyah J.F.; Linuwih B.D.P.; Andreano Y.; Sari I.S.; Federico A.; Anis M.; Surip S.N.; Jaafar M.
Published: (2024)

Predicting automobile insurance fraud using classical and machine learning models
by: 2-s2.0-85183879321
Published: (2024)

Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques
by: 2-s2.0-85175457067
Published: (2023)

Prediction of dengue outbreak in Selangor Malaysia using machine learning techniques
by: 2-s2.0-85099412834
Published: (2021)

The Effect of Elevated Temperature on Engineered CementitiouComposite Microstructural Behavior: An Overview
by: Khazani M.H.; Lian O.C.; Wee L.S.; Zain M.R.M.; Yahya N.A.
Published: (2022)

Analyses of watershed characteristics based on different sources of digital elevation model
by: Abdullah J.; Muhammad N.S.; Osman S.Z.M.
Published: (2018)

The Effect of Elevated Temperature on Engineered CementitiouComposite Microstructural Behavior: An Overview
by: 2-s2.0-85129397931
Published: (2022)