Sumaiya Hossain Puspita

Gradient boosting models for gallstone disease classification: A comparative study using demographic and clinical data

Gallstone disease is a prevalent gastrointestinal condition with a substantial healthcare burden. While abdominal ultrasonography is the established first-line diagnostic modality, opportunistic risk stratification using routinely collected health parameters remains underexplored. This study evaluated the discriminator...