Disease Selection
Disease Information
ICD-10 Code
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Chapter
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Control
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Model Performance Metrics
Survival Analysis Results
No significant Cox analysis results available for this disease.
The forest plot will be shown when significant hazard ratios are detected.
Understanding Cox Regression Results
Forest Plot: Shows hazard ratios for top movement patterns. Each line represents a feature, with the box size indicating importance.
Hazard Ratio (HR): HR > 1 indicates increased risk; HR < 1 indicates reduced risk.
95% Confidence Interval: The line shows the uncertainty range. If the line crosses 1, the result is not statistically significant.
Hazard Ratio (HR): HR > 1 indicates increased risk; HR < 1 indicates reduced risk.
95% Confidence Interval: The line shows the uncertainty range. If the line crosses 1, the result is not statistically significant.
Movement Pattern Analysis
Four Activity Patterns
The radar charts below show the importance of four key movement patterns across different times of day:
• SB (Sedentary Behavior): Sitting, lying down, low-energy activities
• LPA (Light Physical Activity): Slow walking, household chores
• MVPA (Moderate-to-Vigorous Activity): Brisk walking, exercise, sports
• Sleep: Sleep patterns and quality Scores are calculated from the sum of importance scores of top 20 features for each pattern.
• SB (Sedentary Behavior): Sitting, lying down, low-energy activities
• LPA (Light Physical Activity): Slow walking, household chores
• MVPA (Moderate-to-Vigorous Activity): Brisk walking, exercise, sports
• Sleep: Sleep patterns and quality Scores are calculated from the sum of importance scores of top 20 features for each pattern.
Time-of-Day Feature Importance
Understanding Time Patterns
This chart shows which specific time periods are most important for predicting this disease.
Higher bars indicate time periods when movement patterns have greater impact on disease risk.
Peaks reveal critical time windows for preventive interventions.