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Development and Evaluation of AI Program for Predicting Bacterial Species From Urine Gram Stain Specimens

Development and Evaluation of AI Program for Predicting Bacterial Species From Urine Gram Stain Specimens

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Phase N/A
  • Technical (Original)
  • Simplified (AI rewritten)

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Overview

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.

Eligibility

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

Study details
    Bacterial Infections

NCT06554145

GramEye

17 September 2025

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