Annotated datasets are essential for a variety of reasons:
Training Machine Learning Models: Accurate annotations help in training algorithms to recognize and classify different histological features. Research: They provide a standardized way to compare different studies and validate findings. Diagnostics: Improved models can assist pathologists in diagnosing diseases more accurately and efficiently.
