Development and Evaluation of AI Program for Predicting Bacterial Species From Urine Gram Stain Specimens
1 other identifier
observational
15,000
1 country
1
Brief Summary
The purpose of this research is to develop an AI that estimates bacterial species from Gram staining images of urine specimens, and to evaluate the accuracy and labor reduction effect of Gram staining Automation system equipped with this AI.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Sep 2023
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
September 25, 2023
CompletedFirst Submitted
Initial submission to the registry
August 13, 2024
CompletedFirst Posted
Study publicly available on registry
August 15, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 1, 2028
ExpectedStudy Completion
Last participant's last visit for all outcomes
August 1, 2028
August 15, 2024
July 1, 2024
4.9 years
August 13, 2024
August 13, 2024
Conditions
Outcome Measures
Primary Outcomes (1)
Rate of concordance between AI-estimated results with actual culture results regarding urine Gram stain specimens
Evaluate the concordance rate between bacterial species estimation results and culture results obtained using the automatic Gram staining device with an AI program installed for analyzing urine Gram stain specimens.
Day1
Eligibility Criteria
Specimens that have undergone urine culture and urine Gram staining for clinical purposes will be included.
You may qualify if:
- Specimens for which urine culture and urine Gram staining tests were performed for clinical purposes
You may not qualify if:
- Samples for which suspension of use has been requested
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- GramEyelead
- Keio Universitycollaborator
- Kameda Medical Centercollaborator
Study Sites (1)
Keio University Hospital
Shinjuku-Ku, Tokyo, 1608582, Japan
Biospecimen
Sputum and other specimen used for microbiologic testing
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- CASE ONLY
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
August 13, 2024
First Posted
August 15, 2024
Study Start
September 25, 2023
Primary Completion (Estimated)
August 1, 2028
Study Completion (Estimated)
August 1, 2028
Last Updated
August 15, 2024
Record last verified: 2024-07