An Observational Clinical Study on the Construction of an Artificial Neural Network Model for ICU Pneumonia

Sponsor
Chinese Medical Association
Study ID
NCT06661499
Status
Not Yet Recruiting

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Conditions

  • Pneumonia

Eligibility Criteria

Sex
ALL
Age
18 Years - N/A
Healthy Volunteers
Not accepted

Interventions

  • establish an artificial neural network model — OTHER
    to establish an artificial neural network model for pathogen diagnosis in ICU pneumonia

Study Details

To achieve rapid, intelligent and accurate microbiological diagnosis and treatment for ICU pneumonia, an artificial neural network model for microbiological diagnosis is established, which depends on many clinical cases and machine deep learning from clinical experts' judgements according to species-specific rapid detection of pathogenic bacteria and other clinical parameter variables of patients.

Key Dates

First listed
Oct 28, 2024
Start date
Jan 31, 2025
Status verified
Aug 2024
Primary completion
Dec 31, 2027
Completion
Dec 31, 2027

Study Design

Enrollment
600 participants (estimated)

Primary Outcome Measure

clinical evaluation of each microbial detected whether in colonization or infection [ Time Frame: day1,day3 and day7 after enrollment ]

Central Contacts

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