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

This study is developing and evaluating an artificial intelligence (AI) program that analyzes urine Gram stain images — a standard microscopy test done in hospital labs — to predict what type of bacteria is causing a urinary tract infection (UTI). The goal is to help doctors identify the infection faster, before full culture results are available. **You may be eligible if...** - Your urine sample has been sent for both a urine culture and a Gram stain test as part of your routine clinical care **You may NOT be eligible if...** - A request has been made to withdraw your sample from the study Talk to your doctor to see if this trial is right for you.