MedicineComputer Science
Comparative Evaluation of Transfer Learning Models for Detecting Malignant Cells in Urinary Cytology
Pranab Dey, C. Muralidaran
2026.2.23CYTOPATHOLOGY
tlooto Summary
The efficiency of six transfer learning models to detect malignant cells in urine cytology is compared and an ensemble learning with weighted soft voting is applied to assess its importance in the diagnostic accuracy in urine cytology.
Abstract
In the present paper, we compared the efficiency of six transfer learning models to detect malignant cells in urine cytology. We also applied an ensemble learning with weighted soft voting to assess its importance in the diagnostic accuracy in urine cytology.
Citation format
DEY, Pranab; MURALIDARAN, C. Comparative evaluation of transfer learning models for detecting malignant cells in urinary cytology. CYTOPATHOLOGY, 2026, 37(3): 232–239.