Arathy Menon N. P

Task-agnostic explainable contrastive learning model for malignant cell detection in urine cytology

Bladder cancer remains one of the most prevalent urological malignancies, where early detection is critical for improving patient outcomes. Urine cytology provides a non-invasive and cost-effective screening modality; however, the development of automated diagnostic systems is challenged by the scarcity of expert-annot...