Development and Evaluation of AI Program for Predicting Bacterial Species From Urine Gram
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.
| Condition(s) | Bacterial Infections |
|---|---|
| Status | Recruiting |
| Study type | Observational |
| 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. |
| Who can participate | Inclusion Criteria: * Specimens for which urine culture and urine Gram staining tests were performed for clinical purposes Exclusion Criteria: * Samples for which suspension of use has been requested |
| Sex | All |
| Lead sponsor | GramEye |
| Locations | Shinjuku-Ku, Tokyo, Japan |
| Start date | 2023-09-25 |
| NCT ID | NCT06554145 |
| Official listing | https://clinicaltrials.gov/study/NCT06554145 |