* Health Information Exchange: This is the most common meaning of HIE, referring to a system that allows different healthcare providers to securely share patient health information electronically.
* Human-in-the-Loop: This term is used in machine learning and artificial intelligence, referring to a system where a human is involved in the process of training or validating a model.
* Hierarchical Identity Entry: This is a less common term, referring to a way of organizing data in a hierarchical structure.
To determine the correct full form of "HIE" in a specific context, consider the surrounding words or phrases. For example, if the text is about healthcare, then "Health Information Exchange" is likely the correct interpretation.