Machine Learning Consensus Clustering Approach for Hospitalized Patients with Dysmagnesemia
出版年份 2021 全文链接
标题
Machine Learning Consensus Clustering Approach for Hospitalized Patients with Dysmagnesemia
作者
关键词
-
出版物
Diagnostics
Volume 11, Issue 11, Pages 2119
出版商
MDPI AG
发表日期
2021-11-16
DOI
10.3390/diagnostics11112119
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- An explainable machine learning algorithm for risk factor analysis of in-hospital mortality in sepsis survivors with ICU readmission
- (2021) Zhengyu Jiang et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Combinatorial K-Means Clustering as a Machine Learning Tool Applied to Diabetes Mellitus Type 2
- (2021) Miroslava Nedyalkova et al. International Journal of Environmental Research and Public Health
- Risk stratification of ST-segment elevation myocardial infarction (STEMI) patients using machine learning based on lipid profiles
- (2021) Yuzhou Xue et al. Lipids in Health and Disease
- Impact of serum magnesium levels at hospital discharge and one-year mortality
- (2021) Charat Thongprayoon et al. POSTGRADUATE MEDICINE
- Hypomagnesemia at the time of autologous stem cell transplantation for patients with diffuse large B-cell lymphoma is associated with an increased risk of failure
- (2021) Jennifer J. Gile et al. Blood Cancer Journal
- Imbalance of Mg Homeostasis as a Potential Biomarker in Colon Cancer
- (2021) Davide Schiroli et al. Diagnostics
- Differential progression of coronary atherosclerosis according to plaque composition: a cluster analysis of PARADIGM registry data
- (2021) Yeonyee E. Yoon et al. Scientific Reports
- Subphenotyping of Patients With Aortic Stenosis by Unsupervised Agglomerative Clustering of Echocardiographic and Hemodynamic Data
- (2021) Mark Lachmann et al. JACC-Cardiovascular Interventions
- Hypernatremia subgroups among hospitalized patients by machine learning consensus clustering with different patient survival
- (2021) Charat Thongprayoon et al. JOURNAL OF NEPHROLOGY
- Machine Learning Consensus Clustering Approach for Hospitalized Patients with Phosphate Derangements
- (2021) Charat Thongprayoon et al. Journal of Clinical Medicine
- Mining Primary Care Electronic Health Records for Automatic Disease Phenotyping: A Transparent Machine Learning Framework
- (2021) Fabiola Fernández-Gutiérrez et al. Diagnostics
- A Promising and Challenging Approach: Radiologists’ Perspective on Deep Learning and Artificial Intelligence for Fighting COVID-19
- (2021) Tianming Wang et al. Diagnostics
- Keratoconus Diagnostic and Treatment Algorithms Based on Machine-Learning Methods
- (2021) Boris Malyugin et al. Diagnostics
- Machine Learning-Based Three-Month Outcome Prediction in Acute Ischemic Stroke: A Single Cerebrovascular-Specialty Hospital Study in South Korea
- (2021) Dougho Park et al. Diagnostics
- A Machine Learning Application to Predict Early Lung Involvement in Scleroderma: A Feasibility Evaluation
- (2021) Giuseppe Murdaca et al. Diagnostics
- Promises of Big Data and Artificial Intelligence in Nephrology and Transplantation
- (2020) Charat Thongprayoon et al. Journal of Clinical Medicine
- Variations in Magnesium Concentration Are Associated with Increased Mortality: Study in an Unselected Population of Hospitalized Patients
- (2020) Justyna Malinowska et al. Nutrients
- Machine Learning for Precision Medicine
- (2020) Sarah J MacEachern et al. GENOME
- Fuzzy partitioning of clinical data for DMT2 patients
- (2020) Miroslava Nedyalkova et al. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART A-TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING
- Hepatitis A hospitalizations among kidney transplant recipients in the United States
- (2019) Wisit Cheungpasitporn et al. EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY
- Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records
- (2019) Yanshan Wang et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Fatal Hypermagnesemia Due to Laxative Use
- (2018) Syed Rizwan Bokhari et al. AMERICAN JOURNAL OF THE MEDICAL SCIENCES
- Magnesium and Human Health: Perspectives and Research Directions
- (2018) Abdullah M. Al Alawi et al. International Journal of Endocrinology
- Hypomagnesemia and hypermagnesemia
- (2018) Steven Van Laecke ACTA CLINICA BELGICA
- Does Hypomagnesemia Impact on the Outcome of Patients Admitted to the Intensive Care Unit? A Systematic Review and Meta-Analysis
- (2017) Pan Jiang et al. SHOCK
- Hypomagnesemia linked to new-onset diabetes mellitus after kidney transplantation: A systematic review and meta-analysis
- (2016) Wisit Cheungpasitporn et al. ENDOCRINE RESEARCH
- Hypermagnesemia is a strong independent risk factor for mortality in critically ill patients: Results from a cross-sectional study
- (2015) Dominik G. Haider et al. European Journal of Internal Medicine
- Hypomagnesaemia linked to depression: a systematic review and meta-analysis
- (2015) W. Cheungpasitporn et al. INTERNAL MEDICINE JOURNAL
- Admission serum magnesium levels and the risk of acute respiratory failure
- (2015) C. Thongprayoon et al. INTERNATIONAL JOURNAL OF CLINICAL PRACTICE
- Dysmagnesemia in Hospitalized Patients: Prevalence and Prognostic Importance
- (2015) Wisit Cheungpasitporn et al. MAYO CLINIC PROCEEDINGS
- Magnesium in Man: Implications for Health and Disease
- (2015) Jeroen H. F. de Baaij et al. PHYSIOLOGICAL REVIEWS
- Admission hypomagnesemia and hypermagnesemia increase the risk of acute kidney injury
- (2015) Wisit Cheungpasitporn et al. RENAL FAILURE
- Admission hypomagnesemia linked to septic shock in patients with systemic inflammatory response syndrome
- (2015) Charat Thongprayoon et al. RENAL FAILURE
- Proton pump inhibitors linked to hypomagnesemia: a systematic review and meta-analysis of observational studies
- (2015) Wisit Cheungpasitporn et al. RENAL FAILURE
- Critical limitations of consensus clustering in class discovery
- (2014) Yasin Șenbabaoğlu et al. Scientific Reports
- Circulating and dietary magnesium and risk of cardiovascular disease: a systematic review and meta-analysis of prospective studies
- (2013) Liana C Del Gobbo et al. AMERICAN JOURNAL OF CLINICAL NUTRITION
- Magnesium and the Risk of Cardiovascular Events: A Meta-Analysis of Prospective Cohort Studies
- (2013) Xinhua Qu et al. PLoS One
- MissForest--non-parametric missing value imputation for mixed-type data
- (2011) D. J. Stekhoven et al. BIOINFORMATICS
- ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking
- (2010) Matthew D. Wilkerson et al. BIOINFORMATICS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search