Keyphrases
Survival Prediction
100%
Survival Outcomes
100%
Machine Learning Models
100%
Glioma Patients
100%
Development Validation
100%
Internal Validation
100%
Spinal Cord Glioma
100%
Survival Analysis
60%
Online Calculator
60%
1-year Mortality
40%
5-year Mortality
40%
Predictor Variables
40%
Prognostic Model
40%
Shapley Additive Explanations
40%
LightGBM
40%
Significant Predictors
20%
Clinical Applicability
20%
Histology
20%
Vital Status
20%
5-year Survival
20%
National Cancer Database
20%
Radiotherapy
20%
Population-based Cohort Study
20%
Categorical Variables
20%
Tumor Size
20%
Area under the ROC Curve
20%
Random Forest
20%
External Validation
20%
Tumor Grade
20%
Highly Accurate
20%
Predictive Power
20%
Machine Learning Techniques
20%
Machine Learning
20%
Sensitivity Specificity
20%
Receiver Operating Characteristic Curve
20%
Area under the Receiver Operating Characteristic Curve
20%
Precision Medicine
20%
Patient Counseling
20%
Area Under the Precision-Recall Curve
20%
3-year Survival
20%
Area under the Receiver Operating Characteristic (AUROC)
20%
1-year Survival
20%
Model Performance
20%
Calibration Curve
20%
Discriminatory Ability
20%
XGBoost
20%
Relative Significance
20%
Explanatory Analysis
20%
Visual Evaluation
20%
Tool for Assessment
20%
Diverse Datasets
20%
Brier Score
20%
Numerical Evaluation
20%
Precision-recall Curve
20%
Interpretable Machine Learning
20%
Partial Dependence Plot
20%
Individual Survival
20%
CatBoost
20%
Hyperparameter Optimization
20%
Optuna
20%
Mathematics
Survival Analysis
100%
Characteristic Curve
66%
time point η
66%
Predictor Variable
66%
Categorical Variable
33%
Tumor Size
33%
Precision Medicine
33%
Performance Model
33%
Generalizability
33%
Predictive Power
33%
Interpretability
33%
Brier Score
33%
Top Model
33%
Medicine and Dentistry
Ganglioglioma
100%
Survival Prediction
100%
Survival Analysis
60%
Malignant Neoplasm
20%
Neoplasm
20%
Radiation Therapy
20%
Cohort Analysis
20%
Personalized Medicine
20%
Patient Counseling
20%
Tumor Histology
20%
Biochemistry, Genetics and Molecular Biology
Cohort Study
100%
Tumor Volume
100%
Random Forest
100%
Survival Prediction
100%
Psychology
Learning Model
100%
Spinal Cord
100%
Survival Analysis
60%
Prognostic Model
40%
Precision Medicine
20%