FERHAT DEMİRCİ, YUSUF ARİKAN, ILKAY AKBULUT, DENİZ ILHAN TOPCU
International Journal of Medical Biochemistry - 2025;8(3):222-232
Objectives: Urinary tract infections (UTIs) are common and often lead to unnecessary urine culture testing, increasing costs and delaying treatment. This study aims to develop a machine learning (ML) model using urinalysis and hemogram data to predict urine culture positivity and reduce unnecessary testing.
