Keyphrases
Machine Learning
100%
Specific Pattern
100%
Potential Risk Factors
100%
Kidney Disease Progression
100%
Non-cancer
100%
Risk of Death
100%
Machine Learning Algorithms
60%
Chronic Kidney Disease Patients
60%
Risk Factors
40%
Electronic Medical Records
40%
Chronic Kidney Disease
40%
F1 Score
40%
Machine Learning Experiments
40%
Taiwan
20%
Taipei
20%
Comprehensive Investigation
20%
University Hospital
20%
Retrospective Cohort Study
20%
Cancer Patients
20%
Logistic Regression
20%
Potential Impact
20%
Northern Taiwan
20%
AdaBoost
20%
Training Set
20%
Taiwanese
20%
High Specificity
20%
Receiver Operating Characteristic Curve
20%
Albumin
20%
Random Forest
20%
Estimated Glomerular Filtration Rate
20%
Public Health Risk
20%
Hospital Care
20%
Influence Degree
20%
International Classification of Diseases
20%
Significant Risk Factors
20%
Area under the Curve
20%
Laboratory Data
20%
Data Cleaning
20%
Validation Set
20%
Mortality Prediction
20%
Medical University
20%
Emergency Care
20%
Predictive Variables
20%
Linear Kernel Function
20%
Admissions Data
20%
PT-INR
20%
Immunology and Microbiology
Electronic Medical Record
100%
Glomerulus Filtration
50%
International Classification of Diseases
50%
Random Forest
50%
Albumin
50%
Pharmacology, Toxicology and Pharmaceutical Science
Malignant Neoplasm
100%
Chronic Kidney Failure
100%
Cohort Study
14%
Advanced Cancer
14%
International Classification of Diseases
14%
Medicine and Dentistry
Chronic Kidney Disease
100%
Electronic Patient Record
28%
International Classification of Diseases
14%
Public Health
14%
Retrospective Cohort Study
14%
Malignant Neoplasm
14%
Logistic Regression Analysis
14%
Glomerular Filtration Rate
14%
Emergency Care
14%
Advanced Cancer
14%