Cargando…

Machine-Learning Techniques for Feature Selection and Prediction of Mortality in Elderly CABG Patients

Coronary artery bypass surgery grafting (CABG) is a commonly efficient treatment for coronary artery disease patients. Even if we know the underlying disease, and advancing age is related to survival, there is no research using the one year before surgery and operation-associated factors as predicti...

Descripción completa

Detalles Bibliográficos
Autores principales:	Huang, Yen-Chun, Li, Shao-Jung, Chen, Mingchih, Lee, Tian-Shyug, Chien, Yu-Ning
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8151160/ https://www.ncbi.nlm.nih.gov/pubmed/34067148 http://dx.doi.org/10.3390/healthcare9050547

Ejemplares similares

The Prediction Model of Medical Expenditure Appling Machine Learning Algorithm in CABG Patients
por: Huang, Yen-Chun, et al.
Publicado: (2021)

Hazardous Effect of Low-Dose Aspirin in Patients with Predialysis Advanced Chronic Kidney Disease Assessed by Machine Learning Method Feature Selection
por: Tsai, Ming-Hsien, et al.
Publicado: (2021)

Prediction of Recurrence-associated Death from Localized Prostate Cancer with a Charlson Comorbidity Index–reinforced Machine Learning Model
por: Lin, Yi-Ting, et al.
Publicado: (2019)

Treatment-Emergent Co-Morbidities and Survival in Patients With Metastatic Castration-Resistant Prostate Cancer Receiving Abiraterone or Enzalutamide
por: Lin, Yi-Ting, et al.
Publicado: (2021)

Relationships among Leisure Physical Activity, Sedentary Lifestyle, Physical Fitness, and Happiness in Adults 65 Years or Older in Taiwan
por: Lin, Yi-Tien, et al.
Publicado: (2020)

A Hybrid Risk Factor Evaluation Scheme for Metabolic Syndrome and Stage 3 Chronic Kidney Disease Based on Multiple Machine Learning Techniques
por: Jhou, Mao-Jhen, et al.
Publicado: (2022)

Ensemble machine learning prediction and variable importance analysis of 5-year mortality after cardiac valve and CABG operations
por: Castela Forte, José, et al.
Publicado: (2021)

Sex Differences in Mortality After CABG Surgery
por: de Figueiredo Neto, José Albuquerque, et al.
Publicado: (2015)

Impact of Pre-Transplant Parathyroidectomy on Graft Survival: A Comparative Study of Renal Transplant Patients (2005–2015)
por: Tsai, Ming-Hsien, et al.
Publicado: (2023)

Thyroid Disease Prediction Using Selective Features and Machine Learning Techniques
por: Chaganti, Rajasekhar, et al.
Publicado: (2022)

Health Data-Driven Machine Learning Algorithms Applied to Risk Indicators Assessment for Chronic Kidney Disease
por: Chiu, Yen-Ling, et al.
Publicado: (2021)

Comparison of long-term outcomes between Off-Pump CABG and conventional CABG
por: Lee, Won Yong, et al.
Publicado: (2015)

Developing Multiagent E-Learning System-Based Machine Learning and Feature Selection Techniques
por: Hessen, Shrouk H., et al.
Publicado: (2022)

Risk Factors for Female Breast Cancer: A Population Cohort Study
por: Wang, Yu-Chiao, et al.
Publicado: (2022)

Associations of sleep duration with physical fitness performance and self-perception of health: a cross-sectional study of Taiwanese adults aged 23–45
por: Gu, Ming, et al.
Publicado: (2021)

Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia
por: Suresh, Shruthi, et al.
Publicado: (2022)

CABG versus CABG+TMR in patients with and without advanced CAD
por: Berishvili, Ilya, et al.
Publicado: (2015)

Lipid Control before CABG and Its Association with In-Hospital Mortality
por: Hosseini, S K, et al.
Publicado: (2011)

The effect of vasopressin on the hemodynamics in CABG patients
por: Yimin, Hu, et al.
Publicado: (2013)

Classification and Detection of Mesothelioma Cancer Using Feature Selection-Enabled Machine Learning Technique
por: Shobana, M., et al.
Publicado: (2022)

Predictive Model for Human Activity Recognition Based on Machine Learning and Feature Selection Techniques
por: Patiño-Saucedo, Janns Alvaro, et al.
Publicado: (2022)

Applying feature selection and machine learning techniques to estimate the biomass higher heating value
por: Abdollahi, Seyyed Amirreza, et al.
Publicado: (2023)

Prevalence and Risk Factors of Metabolic Syndrome among the Homeless in Taipei City: A Cross-Sectional Study
por: Gu, Ming, et al.
Publicado: (2021)

Predicting the Mortality of ICU Patients by Topic Model with Machine-Learning Techniques
por: Chiu, Chih-Chou, et al.
Publicado: (2022)

PCI or CABG, That is the Question!
por: Woo, Jong Shin, et al.
Publicado: (2017)

Effect of LIMA Harvesting Technique on Postoperative Drainage in Off-Pump CABG
por: Özülkü, Mehmet, et al.
Publicado: (2016)

FSDroid:- A feature selection technique to detect malware from Android using Machine Learning Techniques: FSDroid
por: Mahindru, Arvind, et al.
Publicado: (2021)

FeatureSelect: a software for feature selection based on machine learning approaches
por: Masoudi-Sobhanzadeh, Yosef, et al.
Publicado: (2019)

Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior
por: Castillo-Sánchez, Gema, et al.
Publicado: (2022)

Mid-term outcomes of patients with PCI prior to CABG in comparison to patients with primary CABG
por: Eifert, Sandra, et al.
Publicado: (2010)

Neuropsychologic dysfunction after CABG: standard cardiopulmonary bypass versus off-pump CABG
por: Oudenaarde, I, et al.
Publicado: (2000)

Commentary: Ticagrelor monotherapy—Not for CABG?
por: Sandner, Sigrid, et al.
Publicado: (2022)

The effect of ejection fraction on mortality in Coronary Artery Bypass Grafting (CABG) patients
por: Awan, Nabil Iftikhar, et al.
Publicado: (2020)

Optimal surgeon and hospital volume thresholds to reduce mortality and length of stay for CABG
por: Chou, Ying-Yi, et al.
Publicado: (2021)

Feature engineering for machine learning: principles and techniques for data scientists
por: Zheng, Alice, et al.
Publicado: (2018)

Post-trauma “abrasive” right ventricular rupture without mediastinitis early post-CABG. Is the Robicsek closure technique necessary for all elderly patients?
por: Georgiou, Haris, et al.
Publicado: (2014)

P-wave duration is a predictor for long-term mortality in post-CABG patients
por: Kimura-Medorima, Sheila Tatsumi, et al.
Publicado: (2018)

Automatic migraine classification via feature selection committee and machine learning techniques over imaging and questionnaire data
por: Garcia-Chimeno, Yolanda, et al.
Publicado: (2017)

Neurological complications are avoidable during CABG
por: Haider, Zulfiqar, et al.
Publicado: (2018)

Antiplatelet therapy with CABG: chaos in the Netherlands
por: Verheugt, F. W. A.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_5f68f8gcgbd22okkfr55vcf899