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.
Specimens for which urine culture and urine Gram staining tests were performed for clinical purposes
Samples for which suspension of use has been requested
Specimens that have undergone urine culture and urine Gram staining for clinical purposes will be included.
Case-only
Prospective
Not listed
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.
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