R. Acevedo-Barrios

Original-image-controlled evaluation of deep and hHybrid models for bacterial morphology classification in gram-stained microscopy

Bacterial morphology assessment from Gram-stained microscopy is a relevant visual task in clinical microbiology, especially in ROI-based datasets where multiple regions may originate from the same image. This study focuses on leakage-controlled morphology classification, treating Gram status as contextual information b...