Patent ID: 11948692
Assignee: KINESIOMETRICS, INC.
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 15:
16. A non-transitory computer-readable medium storing instructions that, when executed by a computing system, cause the computing system to perform operations comprising:
receiving a first request to analyze a plurality of patients, wherein the first request includes (i) biological traits data associated with the plurality of patients, (i) activity data associated with the plurality of patients, and (iii) medical intervention data associated with the plurality of patients;
for each respective patient of the plurality of patients:
identifying, based at least in part on the activity data associated with the respective patient exhibiting a first threshold level of change prior to a medical intervention date associated with the respective patient, a first pre-intervention temporal window and a second pre-intervention temporal window different from the first pre-intervention temporal window;
identifying, based at least in part on the activity data associated with the respective patient exhibiting a second threshold level of change subsequent to the medical intervention date associated with the respective patient, a first post-intervention temporal window and a second post-intervention temporal window different from the first post-intervention temporal window, wherein the second threshold level of change is different from the first threshold level of change; and
training a prediction model usable to generate predictions for medical intervention efficacy and pattern of post-intervention recovery for subsequent patients,

receiving a second request to analyze a first patient, wherein the second request includes (i) first biological traits data associated with the first patient, (ii) first activity data associated with the first patient, and (iii) first medical intervention data;
using the trained prediction model to at least:
retrieve first analytics data based at least in part on the first biological traits data and the first medical intervention data, wherein the first analytics data is a subset of the analytics data generated based on the activity data associated with the plurality of patients that corresponds to at least a portion of the first biological traits data and the first medical intervention data; and
generate, based at least in part on the first analytics data and the first activity data associated with the first patient, (a) a predicted medical intervention efficacy score associated with performing a first medical intervention associated with the first medical intervention data on the first patient and (b) a predicted pattern of post-intervention recovery associated with performing the first medical intervention on the first patient; and

outputting a report associated with the first patient, wherein the report indicates at least the predicted medical intervention efficacy score and the predicted pattern of recovery.