Pathology Grand Rounds - Leveraging Machine Learning to Improve Current Diagnostic Algorithms and Laboratory Stewardship

At the conclusion of this activity, learners should be able to:

* Explain the reasons that cause poor utilization of the parathyroid hormone-related peptide (PTHrP) testing

* Describe the workflow of developing and evaluating a machine learning model using laboratory data

* Discuss different strategies to evaluate model generalizability and improve model performance in external datasets

* Explore potential applications of machine learning in improving test utilization and laboratory stewardship