Evidence that ML can be effective towards better understanding of molecular biology came recently
when neural networks (NN's) were found to predict protein folding structure better than the physical
models that had been developed over a span of more than four decades. Can machine learning (ML)
speed up our understanding for a broader class of problems?
Most of the time, the responsibility for obtaining prior authorization falls on the provider or the physician. Why? The healthcare provider is usually responsible for initiating prior authorization by submitting a request form to a patient’s insurance provider, or by calling the appropriate telephone number to obtain prior authorization or obtaining prior authorization online.
A new patient is an individual who has not received any professional services, evaluation and management (E/M) service, or other face-to-face service (e.g., surgical procedure) from the same physician or physician group practice (same physician specialty and subspecialty) within the previous 3 years.
