Artificial Intelligence in Categorizing the Severity of Oxygenation by Incorporating the PEEP Into the Definition of ARDS in Ventilated Patients

Status

UNKNOWN

Phases

Unknown

Study type

Observational

Source

ClinicalTrials.gov

Registry ID

NCT05371314

Acronym

P/FP ratio

Enrollment

5000

Registered

2022-05-12

Start date

2021-12-01

Completion date

2023-01-30

Last updated

2022-09-28

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

ARDS

Brief summary

Artificial Intelligence in categorizing the severity of Oxygen in ventilated patients to predict initiation of treatment measures to improve mortality - P/FP ratio

Interventions

DIAGNOSTIC_TESTP/FP ratio

PaO2/FiO2 X PEEP, SpO2/FiO2 X PEEP

Study design

Observational model

CASE_CONTROL

Time perspective

RETROSPECTIVE

Eligibility

Sex/Gender

ALL

Age

18 Years to 80 Years

Healthy volunteers

Inclusion criteria

1\. Intubated patients

Exclusion criteria

1. pediatric and neonates 2. DNR patients 3. Non intubated patients

Design outcomes

Primary

Measure	Time frame	Description
Artificial intelligence in categorizing the severity of oxygenation of ARDS in ventilated patients	Baseline ABG done at (approximately 4 hour after intubation) to ABG done day 2,3 and day 7	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.

Countries

Singapore

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026