Healthcare in 3D Terms and Phrases

Action
The logic of a medical decision begins with an event is classified by prior information, which stages an action in response to the event. The action can be a set of possible acts, with one or more appropriate for the event classified by prior information.
Action (Machine Reinforcement Learning)
The decision that could be made by the Clinician (Agent) at the Inflection Point.
Action Spectrum
Possible set of acts known from a patient centered context and the clinical decision at hand.
Q-value (Action value) (Machine Reinforcement Learning)
Is the prediction of the Q Function which formulates the highest probable Reward from the sequences of State/Action pairs, essentially a consideration of all Action Spectrums from the current cube through the last cube achieving the desired Trajectory. It is HCn3D best “guess” for the desired future outcomes at the current Inflection Point. Together with Policy the application of Counterfactual analysis.
Transactions
The first of the four Executive Functions. Granular events that generate codes and billable services trigger mapping to evidence based metrics, used to document complications.
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Healthcare in 3 Dimensions is a system to optimize and assess the delivery of healthcare using counterfactual analysis of care paths, managing costs without sacrificing the individuality of the patient.

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CMS CHALLENGE Submittal 3

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Dr. Ripley reflects on HCn3D’s participation in the CMS AI Health Outcomes Challenge.
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Pyramid of Value INTERACTIVE!
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