System Health
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CardioVision Clinical Intelligence
One page for prediction, retraining upload, and live model monitoring. Backend connection is already configured for every user.
API Uptime
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Predictions
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Avg Latency
0 ms
X-ray Prediction
Upload one chest image to run model inference and confidence scoring.
No prediction yet.
Retraining Intake
Upload new labeled images to improve model quality in future retraining cycles.
No upload yet.
Total uploaded: NORMAL 0 | PNEUMONIA 0
Recent uploads: none.
Model Retraining Control
Launch a retraining run with selected epochs and monitor current status.
idle
No retrain started yet.
Dataset Distribution
Three interpreted dataset features for monitoring quality and readiness.
Feature 1: Train Volume
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Feature 2: Class Balance
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Feature 3: Split Readiness
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Loading interpreted dataset insights...