K. Pan

Deep Learning Based on DeepLabv3+ for Automated Identification, Segmentation, and Quantification of Fungi in Clinical Fluorescence Microscopy Images

Fungal fluorescence microscopy using Calcofluor White is a rapid and sensitive diagnostic tool for fungal infections. However, manual microscopic examination is limited by high subjectivity, observer fatigue, poor reproducibility, and a heavy reliance on professional expertise—particularly in high-throughput clinical s...