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3rd Dimension
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Reinforcement
Contact
Introduction
Videos
Our Team
Blogs
Glossary
HCn3D System
Provider Logic
Patient Centered Network
Patient Journey
Value | Population
Patient Centered Medical Home
CMS AI Health Outcomes Challenge
TennCare
The Pyramid Metaphor
1st Dimension
2nd Dimension
3rd Dimension
Scenarios
Reinforcement
Contact
Glossary
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Introduction
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Glossary
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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