Patient Report
Detailed relation analysis between Priya Nair’s current disease Shortness of Breath and their past conditions.
Patient Overview
ID: 1002
Name: Priya Nair
Age: 35
Gender: Female
City: Kochi
State: Kerala
Last Visit: 2025-10-05
Present Disease: Shortness of Breath
This section analyzes how past illnesses, uploaded medical reports, regional disease context and vitals may influence the current condition using mock probabilities from the dataset.
Core Disease Relation Summary (History-based)
| Previous Disease | Relation Probability | Explanation |
|---|---|---|
| Fever | N/A | No data available for this pair in base dataset. |
| Chest Pain | N/A | No data available for this pair in base dataset. |
State Context Causal Panel
How common diseases in Kerala may act as background contributors to the current condition.
| State Disease | Causal Probability | Explanation |
|---|---|---|
| Diabetes | 1.7% | In Kerala, Diabetes can act as a background contributor to Shortness Of Breath under certain clinical scenarios (mock model). |
| Hypertension | 83.3% | In Kerala, Hypertension can act as a background contributor to Shortness Of Breath under certain clinical scenarios (mock model). |
| Ischemic Heart Disease | 96.4% | In Kerala, Ischemic Heart Disease can act as a background contributor to Shortness Of Breath under certain clinical scenarios (mock model). |
| Dengue | 45.8% | In Kerala, Dengue can act as a background contributor to Shortness Of Breath under certain clinical scenarios (mock model). |
| Respiratory Infection | 29.2% | In Kerala, Respiratory Infection can act as a background contributor to Shortness Of Breath under certain clinical scenarios (mock model). |
Auto-Generated Past Disease History
| Disease | Diagnosed On | Causal Probability | Notes |
|---|---|---|---|
| No auto-generated history for this patient. | |||
Diseases from Uploaded Medical Report
| Disease | Report Date | Causal Probability | Notes |
|---|---|---|---|
| No uploaded report data available for this patient. | |||
Vitals Summary
Current Vitals
Heart Rate: 74 bpm
Blood Pressure: 106/64 mmHg
SpO₂: 94%
Temperature: 37.1 °C
Predicted Vitals
Heart Rate: 73 bpm
Blood Pressure: 103/65 mmHg
SpO₂: 93%
Temperature: 37.0 °C