AI Insights Dashboard

Real-time clinical analytics powered by 1.27M authentic health records

Live Data Feed
84.7%
Prediction Accuracy
1.27M
Health Records
79.3%
F1 Score
<30ms
Response Time

AI Insights Dashboard

Real-time clinical analytics and predictions

Live Platform

Prediction Analysis

Accuracy70%
F1 Score40%
Area Under ROC Curve66.67%
Precision Recall Curve60.06%
Log Loss
0.96
Log Loss Reduction
0.01
Positive Precision
1
Positive Recall
False
Negative Precision
0.67
Negative Recall
1

Prediction Score

Prediction
False
Probability
34.8%
Score
-0.628

Clinical Insights

Assessment Result

No asthma exacerbation probability detected. Current patient status indicates stable condition.

Medical Disclaimer

The analysis provided by this AI tool is for informational purposes and is not a substitute for professional medical advice, diagnosis, or treatment. Always seek the advice of qualified healthcare providers.

Prediction Graphs

4 Graphs Generated

Interactive charts showing confidence matrix, ROC curve, and probability distributions

Medical Disclaimer

The AI insights and predictions provided are for informational purposes only and should not replace professional medical judgment. All clinical decisions should be made in consultation with qualified healthcare providers. This platform provides decision support tools to assist healthcare professionals but does not provide medical advice, diagnosis, or treatment recommendations.