Keyphrases
Confidence Level
100%
Chronic Kidney Disease
100%
Interpretable Machine Learning
100%
Asian Patients
100%
Renal Fibrosis
100%
Model Output
75%
Shapley Additive Explanations
75%
Diagnostic Process
50%
Machine Learning Algorithms
50%
Chronic Kidney Disease Patients
50%
Mild Forms
50%
XGBoost Model
50%
Elastic Modulus
25%
Visual Interpretation
25%
Support Vector Machine
25%
Clinical Characteristics
25%
Area under the Receiver Operating Characteristic Curve
25%
Hypertension
25%
Machine Learning Models
25%
Diagnostic Performance
25%
Fibrosis Assessment
25%
XGBoost
25%
Shear Wave Elastography
25%
5-fold Cross Validation
25%
Explanation Approaches
25%
Follow-up Strategy
25%
Personalized Decision Making
25%
Light Gradient Boosting Machine
25%
Estimated Glomerular Filtration Rate
25%
Renal Biopsy
25%
Feature Processing
25%
Feature Impact
25%
Renal Resistive Index
25%
Severe Fibrosis
25%
Processing Process
25%
K-nearest
25%
Extreme Gradient Boosting(XGBoost)
25%
Renal Length
25%
Explanation Strategy
25%
Mild Fibrosis
25%
Computer Science
XGBoost
100%
Interpretable Machine Learning
100%
Confidence Level
80%
SHapley Additive exPlanation
60%
Machine Learning Algorithm
40%
Disease Patient
40%
Decision-Making
40%
Diagnostic Process
40%
Fold Cross Validation
20%
Support Vector Machine
20%
Gradient Boosting
20%
Characteristic Curve
20%
Machine Learning
20%
Learning System
20%
Medicine and Dentistry
Chronic Kidney Disease
100%
Kidney Fibrosis
100%
Decision Making
40%
Fibrosis
40%
Resistive Index
20%
Glomerular Filtration Rate
20%
Cross-Validation
20%
Renal Biopsy
20%
Clinician
20%
Diagnostic Performance
20%
Shear Wave Elastography
20%
Neuroscience
Decision-Making
100%
Machine Learning Algorithm
100%
Hypertension
50%
Support Vector Machine
50%
Shear Wave Elastography
50%
Biochemistry, Genetics and Molecular Biology
Decision Making
100%
Support Vector Machine
50%
Young Modulus
50%
K Nearest Neighbor
50%
Glomerulus Filtration
50%
Resistive Index
50%
Chemical Engineering
Learning System
100%
Support Vector Machine
25%