Neural network based learning engine to adapt therapies

Details Neural network based learning engine to adapt therapies Neural network based learning engine to adapt therapies

2011-07-19

2011-07-19

Evanisko, George R (Department: 3762)

Surgery

Diagnostic testing

Cardiovascular

C128S924000

Reexamination Certificate

active

07983744

ABSTRACT:
A system for implementing a cardiac device having adaptive treatment therapies utilizing a neural network based learning engine is disclosed. The system includes an implantable cardiac device module and an external data processing system for specifying the operating characteristics of the cardiac device module. Both the cardiac device module and the external processing system possess an artificial neural network to specify the operation of the cardiac device module as it provides adaptive treatment therapies. The external data processing system includes a complete neural network module that trains and validates the operation of the neural network to match the optimal treatment options with a received set of collected patient data. A runtime neural network module that provides real time operation of the neural network using collected patient data is located within the cardiac device module. The cardiac device module and the external processing module are connected via a communication link.

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