3 papers
q-bio.QM2025
Intelligent Software System for Low-Cost, Brightfield Segmentation: Algorithmic Implementation for Cytometric Auto-Analysis
Surajit Das, Pavel Zun
Bright-field microscopy, a cost-effective solution for live-cell culture, is often the only resource available, along with standard CPUs, for many low-budget labs. The inherent cha…
eess.IV2025
Semi-Unsupervised Microscopy Segmentation with Fuzzy Logic and Spatial Statistics for Cross-Domain Analysis Using a GUI
Surajit Das, Pavel Zun
Brightfield microscopy of unstained live cells is challenging due to low contrast, dynamic morphology, uneven illumination, and lack of labels. Deep learning achieved SOTA performa…
q-bio.QM2025
High-Throughput Low-Cost Segmentation of Brightfield Microscopy Live Cell Images
Surajit Das, Gourav Roy, Pavel Zun
Live cell culture is crucial in biomedical studies for analyzing cell properties and dynamics in vitro. This study focuses on segmenting unstained live cells imaged with bright-fie…