An observational study in Pneumonia, sponsored by Chinese Medical Association. Not yet recruiting at 1 site in China. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2024-10-28.
Sponsored by Chinese Medical Association · Observational
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.
This study is a prospective single-centre observational study, 600 ICU pneumonia patients are expected to be selected as the observation object, and the lower respiratory secretions of patients on d1, d3 and d7 after enrollment are collected for species-specific rapid detection and microbial culture, while the general information of the patients and the clinical information of the corresponding time points on d1, d3 and d7 are collected. Two experienced senior physicians were organized to determine whether the microbial results were colonized or infected, and an artificial neural network model for rapid and intelligent diagnosis of pathogenic microorganisms in ICU pneumonia will be established and validated through multi-dimensional machine learning.
1,564 studies on the registry are indexed under Pneumonia; 265 are open to participants now.
This study's planned enrollment of 600 is above the median of 252 across 535 observational studies indexed under Pneumonia.
Browse Pneumonia studies →Chinese Medical Association is the lead sponsor of 40 studies on the registry; 9 are open to participants now.
Counted across the registry records on this site, refreshed daily.
Pneumonia patients who admitted to Nanjing Drum Tower Hospital from Jan 1,2025 to Dec 31,2027 and meet the inclusion criteria.
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Exclusion Criteria:
Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.
Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.
You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.
Informed consent
Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.
You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.
Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.
to establish an artificial neural network model for pathogen diagnosis in ICU pneumonia
clinical evaluation of each microbial detected whether in colonization or infection
Two experienced senior physicians are organized to determine whether the microbial are colonized or infected according to clinical values.
Time frame: day1,day3 and day7 after enrollment
Plan to share: No
No publications or documents are linked to this record.
This study is not yet recruiting, as verified in Aug 2024. You cannot join it, but the record below documents what was studied.
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Chinese Medical Association