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Artificial Intelligence in categorizing the severity of Oxygen in ventilated patients to predict initiation of treatment measures to improve mortality - P/FP ratio
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| P/FP ratio | Diagnostic Test | PaO2/FiO2 X PEEP, SpO2/FiO2 X PEEP |
| Measure | Description | Time Frame |
|---|---|---|
| Artificial intelligence in categorizing the severity of oxygenation of ARDS in ventilated patients | To see the trend and difference between day 1, 2,3 and day 7 between P/F (PaO2/FiO2) and S/F(SaO2/FiO2) ratio to P/FP (PaO2/FiO2*PEEP) ratio and S/FP (SpO2/(FiO2*PEEP) ratio respectively. | Baseline ABG done at (approximately 4 hour after intubation) to ABG done day 2,3 and day 7 |
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Inclusion Criteria:
1. Intubated patients
Exclusion Criteria:
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Patients from MIMIC 4 and eICU
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| National Universty Health System | Singapore | Singapore |
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