Patent ID: 11929177
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 14:
15. A computer program product for providing pain management comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:
determine, using one or more sensors, parameter data associated with a subject over a period of time, wherein the parameter data comprises psychological data comprising at least one psychological parameter associated with the subject, physiological data comprising at least one physiological parameter associated with the subject, behavior data comprising activities performed by the subject, treatment data comprising a group of treatments applied to the subject, and timing data comprising times associated with the parameter data;
iteratively during the period of time:
determine, using a machine learning model, pain perception data representative of pain perception of the subject at the times based on the psychological data and the physiological data;
learning, using the machine learning model, relationships between the psychological data, the physiological data, the behavior data, the treatment data, the pain perception data, and the timing data;
generate, using the machine learning model, based on the learned relationships, an optimal treatment comprising one or more combinations of treatments from the group of treatments, and timings for administration of the one or more combinations of treatments to reduce the pain perception of the subject; and
control a device associated with the subject to administer at least a portion of the optimal treatment to the subject.