About This Demo
This two-stage analysis system first detects anomalies in chest X-rays, then combines these results with patient lab results and vitals to assess sepsis risk. Upload an image to begin the analysis.
Sepsis Detection Model Demo
Our two-stage approach combines chest X-ray analysis with clinical data for comprehensive sepsis risk assessment.
Drop your X-ray image here or click to upload
Analysis Progress
Image Upload & Validation
Validating JPEG format and image quality
Pneumonia Detection
Analyzing chest X-ray for pneumonia
Clinical Data Analysis
Processing patient lab results and vitals
Risk Assessment
Calculating final sepsis risk predictions
Image Requirements
- Clear, high-quality chest X-ray
- Proper orientation (AP/PA view)
- No artifacts or overlays
- JPEG file format
Clinical Parameters
Bilirubin: 0.3-1.2 mg/dL
Creatinine: 0.7-1.3 mg/dL
Heart Rate: 60-100 bpm
INR: 0.8-1.2
Mean BP: 70-100 mmHg
Platelets: 150-450 K/µL
PTT: 25-35 seconds
Resp Rate: 12-20/min
Systolic BP: 90-120 mmHg
WBC: 4.5-11.0 K/µL
Temperature: 36.5-37.5°C
Bands: 0-10%
Lactate: 0.5-2.0 mmol/L
Important Note
This is a clinical decision support tool. Results should be interpreted by healthcare professionals in conjunction with other clinical findings and patient history.