Machine learning (ML) has rapidly become one of the most influential technologies across industries, from healthcare and ...

With this training data, PEAN models could predict the suspicious regions of each biopsy image to imitate pathologists' expertise (PEAN-I) or train models to classify tissue sample diagnoses (PEAN-C).

In order to improve the diagnostic accuracy of deep-learning AI algorithms, models require larger amounts of high-quality training data, which presents a significant burden for pathologists or ...