Extracting deep learning based morphology segmentation footprint for boar sperm cells
Joonhyung Park, Megan Ratka, Angona Biswas, Ian Shofner, Karl C. Kerns, Anwesha Sarkar
The paper develops a supervised deep learning model to segment boar sperm cells from brightfield images without staining, achieving high accuracy and proposing a flagging system for quality control.
bioRxiv · Aug 17, 2026 · PreprintBioinformatics