Recognizing the pivotal role of Electronic Medical Records (EMRs) in modern healthcare operations is crucial for understanding the backbone of contemporary healthcare systems. As per various reports, around 96% of the US hospitals, have implemented EMR. As healthcare entities increasingly embrace digital transformation, the implementation of EMRs has become standard practice.