What Are the Challenges in Developing Tracking Algorithms?
Despite their benefits, developing effective tracking algorithms in histology presents several challenges:
Variability in tissue morphology and staining techniques can affect the consistency of image data. Overlapping cells and complex tissue structures make accurate segmentation difficult. High computational requirements for processing large datasets efficiently. Ensuring the generalizability of algorithms across different types of tissues and experimental conditions.
