Optimal cardiac pacing with Q learning
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United States of America Patent
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Mar 12, 2013
Grant Date -
Sep 1, 2011
app pub date -
Oct 29, 2009
filing date -
Oct 29, 2008
priority date (Note) -
Expired
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Abstract
A cardiac pacemaker control system constituted of: a means for receiving input from a hemodynamic sensor; an adaptive control system in communication with the means for receiving input from the hemodynamic sensor; and an interface arranged to provide cardiac stimulation responsive to the adaptive control system; the adaptive control system comprising a learning module operative to converge to patient specific cardiac pacing stimulation timing using a machine learning scheme in cooperation with a probabilistic replacement scheme, the probabilistic replacement scheme arranged to replace inputs from the hemodynamic sensor with online calculated values.
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