Machine learning training for medical monitoring systems
AssigneeCovidien LP
InventorsDean Montgomery, Paul S. Addison
Life of this patent
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Abstract
The present technology relates to the field of medical monitoring systems. Systems, methods, and computer readable media are described. In some embodiments, a truth data set and a sensor data set are accessed. The truth data set is associated with a plurality of test data acquired through a series of tests. The sensor data set is associated with a plurality of sensor data acquired from a medical monitoring device. A machine learning network associated with a medical monitoring system is trained based on the truth data set and the sensor data set.
Claims21
A system, comprising:
- a processing system;
- and
- a memory system in communication with the processing system, the memory system storing instructions that when executed by the processing system result in:
- accessing a truth data set associated with a plurality of test data acquired through a series of tests;
- accessing a sensor data set associated with a plurality of sensor data acquired from a medical monitoring device;
- and
- training a machine learning network associated with a medical monitoring system based on the truth data set and the sensor data set.
A method comprising:
- accessing, by a processing system, a truth data set associated with a plurality of test data acquired through a series of tests;
- accessing, by the processing system, a sensor data set associated with a plurality of sensor data acquired from a medical monitoring device;
- and
- training, by the processing system, a machine learning network associated with a medical monitoring system based on the truth data set and the sensor data set.
A computer program product comprising a storage medium embodied with computer program instructions that when executed by a computer cause the computer to implement:
- accessing a truth data set associated with a plurality of test data acquired through a series of tests;
- accessing a sensor data set associated with a plurality of sensor data acquired from a medical monitoring device;
- and
- training a machine learning network associated with a medical monitoring system based on the truth data set and the sensor data set.
Dependencies are inferred from the claim text.