Cargando…

In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm

BACKGROUND: Conventional risk score for predicting in-hospital mortality following Acute Coronary Syndrome (ACS) is not catered for Asian patients and requires different types of scoring algorithms for STEMI and NSTEMI patients. OBJECTIVE: To derive a single algorithm using deep learning and machine...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kasim, Sazzli, Malek, Sorayya, Song, Cheen, Wan Ahmad, Wan Azman, Fong, Alan, Ibrahim, Khairul Shafiq, Safiruz, Muhammad Shahreeza, Aziz, Firdaus, Hiew, Jia Hui, Ibrahim, Nurulain
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9744311/ https://www.ncbi.nlm.nih.gov/pubmed/36508425 http://dx.doi.org/10.1371/journal.pone.0278944

Ejemplares similares

In-hospital risk stratification algorithm of Asian elderly patients
por: Kasim, Sazzli, et al.
Publicado: (2022)

Validation of the general Framingham Risk Score (FRS), SCORE2, revised PCE and WHO CVD risk scores in an Asian population
por: Kasim, Sazzli Shahlan, et al.
Publicado: (2023)

Short- and long-term mortality prediction after an acute ST-elevation myocardial infarction (STEMI) in Asians: A machine learning approach
por: Aziz, Firdaus, et al.
Publicado: (2021)

Familial hypercholesterolaemia and coronary risk factors among patients with angiogram-proven premature coronary artery disease in an Asian cohort
por: Nazli, Sukma Azureen, et al.
Publicado: (2022)

30 days mortality prediction and risk factor analysis of Asian patients with ACS using interpretable machine learning algorithm
por: Kasim, S, et al.
Publicado: (2022)

Investigating performance of deep learning and machine learning risk stratification of Asian in-hospital patients after ST-elevation myocardial infarction
por: Kasim, S, et al.
Publicado: (2021)

Attainment of Low-Density Lipoprotein Cholesterol Targets and Prescribing Pattern of Lipid-Lowering Medications among Patients with Familial Hypercholesterolemia Attending Specialist Clinics
por: Chua, Yung-An, et al.
Publicado: (2023)

Diagnostic performance of various familial hypercholesterolaemia diagnostic criteria compared to Dutch lipid clinic criteria in an Asian population
por: Abdul-Razak, Suraya, et al.
Publicado: (2017)

Sex and gender differences in presentation, treatment and outcomes in acute coronary syndrome, a 10 year study from a multi-ethnic Asian population: The Malaysian National Cardiovascular Disease Database—Acute Coronary Syndrome (NCVD-ACS) registry
por: Lee, Chuey Yan, et al.
Publicado: (2021)

Determining hypertensive patients’ beliefs towards medication and associations with medication adherence using machine learning methods
por: Aziz, Firdaus, et al.
Publicado: (2020)

Vulnerable Plaque: From Bench to Bedside; Local Pacification Versus Systemic Therapy
por: Kasim, Sazzli, et al.
Publicado: (2012)

Cocaine-Associated Myocardial Infarction: Should They All Be Stented?
por: Kasim, Sazzli, et al.
Publicado: (2011)

A case report of paraneoplastic bullous pemphigoid associated with mantle cell lymphoma: A rare presentation
por: Md Radzi, Ahmad Bakhtiar, et al.
Publicado: (2023)

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
por: Inoue, Kenji, et al.
Publicado: (2022)

Correction: 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
por: Inoue, Kenji, et al.
Publicado: (2023)

Anaphylaxis from Wasp Stings Inducing Coronary Thrombus
por: Kasim, Sazzli, et al.
Publicado: (2012)

Current Insights on Dyslipidaemia Management for Prevention of Atherosclerotic Cardiovascular Disease: A Malaysian Perspective
por: Wan Ahmad, Wan Azman, et al.
Publicado: (2023)

Risk Stratification and in Hospital Morality in Patients Presenting with Acute Coronary Syndrome (ACS) in Bahrain
por: Garadah, Taysir S, et al.
Publicado: (2018)

Artificial intelligence in endoscopic ultrasonography: risk stratification of gastric gastrointestinal stromal tumors
por: Lu, Yi, et al.
Publicado: (2023)

12-Month clinical outcomes of amphilimus drug eluting stents in an all-comers South-East Asian registry
por: Ho, Hee Hwa, et al.
Publicado: (2020)

Intelligent Simulation of Water Temperature Stratification in the Reservoir
por: Yao, Yuan, et al.
Publicado: (2022)

Is ProACS Score Just another Risk Stratification Score, or is it Ready for Implementation in Clinical Practice?
por: Timóteo, Ana Teresa
Publicado: (2019)

Fumonisin B(1) Production by Fusarium Species and Mycotoxigenic Effect on Larval Zebrafish
por: Azman, Najihah, et al.
Publicado: (2020)

Extracranial Arteriovenous Malformations Rupture in Pregnancy
por: Azis, Khairul Anuar, et al.
Publicado: (2022)

Artificial intelligence for precision oncology: beyond patient stratification
por: Azuaje, Francisco
Publicado: (2019)

Data on the relationship of emotional intelligence and stages of change among Malaysian prison inmates
por: Ahmed Tharbe, Ida Hartina, et al.
Publicado: (2021)

Restless Legs Syndrome and Its Associated Risk Factors in Parkinson's Disease
por: Azmin, Shahrul, et al.
Publicado: (2013)

Nonmotor Symptoms in a Malaysian Parkinson's Disease Population
por: Azmin, Shahrul, et al.
Publicado: (2014)

The bizzare phenomenon of smokers’ paradox in the immediate outcome post acute myocardial infarction: an insight into the Malaysian National Cardiovascular Database-Acute Coronary Syndrome (NCVD-ACS) registry year 2006–2013
por: Venkatason, Padmaa, et al.
Publicado: (2016)

Effectiveness of Artificial Intelligence for Personalized Medicine in Neoplasms: A Systematic Review
por: Rezayi, Sorayya, et al.
Publicado: (2022)

Atypical Chest Pain in a Patient With Breast Implant
por: Azis, Khairul Anuar, et al.
Publicado: (2023)

Effects of Al-dopant at Ni or Co sites in LiNi(0.6)Co(0.3)Ti(0.1)O(2) on interlayer slabs (Li–O) and intralayer slabs (TM–O) and their influence on the electrochemical performance of cathode materials
por: Wan Azizan, Wan Aida Hazwani, et al.
Publicado: (2020)

Crystal structure and optical spectroscopic analyses of (E)-3-(1H-indol-2-yl)-1-(4-nitrophenyl)prop-2-en-1-one hemihydrate
por: Zaini, Muhamad Fikri, et al.
Publicado: (2018)

Crystal structure and optical properties of fused-ring chalcone (E)-3-(anthracen-9-yl)-1-(4-nitrophenyl)prop-2-en-1-one
por: Zaini, Muhamad Fikri, et al.
Publicado: (2019)

Structural, Hirshfeld and DFT studies of conjugated D–π–A carbazole chalcone crystal
por: Zaini, Muhamad Fikri, et al.
Publicado: (2020)

Effects of time-restricted eating with different eating duration on anthropometrics and cardiometabolic health: A systematic review and meta-analysis
por: Kamarul Zaman, Mazuin, et al.
Publicado: (2023)

Facial Shape Analysis Identifies Valid Cues to Aspects of Physiological Health in Caucasian, Asian, and African Populations
por: Stephen, Ian D., et al.
Publicado: (2017)

How Good is Stratification and Prediction Model Analysis Between Primary and Revisional Roux-en-Y Gastric Bypass Surgery? A Multi-center Study and Narrative Review
por: Hany, Mohamed, et al.
Publicado: (2023)

Effects of Running Surface Stiffness on Three-Segment Foot Kinematics Responses with Different Shod Conditions
por: Abdul Yamin, Noor Arifah Azwani, et al.
Publicado: (2021)

Knowledge, Attitude, Exposure, and Future Intentions toward Exclusive Breastfeeding among Universiti Sains Malaysia Final Year Medical and Dental Students
por: Mohamad, Noraini, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_r6nsdp5occg0j3baqcvdi7e4bh