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

Claim 0:
1. A system for providing analytics relating to patients and medical interventions, the system comprising:
a data repository storing analytics data associated with one or more patients; and
a data analysis service comprising computer hardware, wherein the data analysis service is configured to at least:
receive 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) step count data generated by a plurality of respective user computing devices associated with the plurality of patients, and (iii) medical intervention data associated with the plurality of patients; and
for each respective patient of the plurality of patients:
identify, based at least in part on the step count 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;
identify, based at least in part on the step count 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
train a prediction model usable to generate predictions for medical intervention efficacy and pattern of post-medical-intervention recovery for subsequent patients by at least:
generating a medical intervention efficacy score based at least in part on one or both of the first pre-intervention temporal window and the second pre-intervention temporal window and one or both of the first post-intervention temporal window and the second post-intervention temporal window; and
storing the medical intervention efficacy score in association with (a) at least a portion of the biological traits data associated with the respective patient and (b) at least a portion of the medical intervention data associated with the respective patient, such that the medical intervention efficacy score associated with the respective patient is retrievable by the trained prediction model in a biological-trait-specific and medical-intervention-specific manner and usable to generate subsequent predictions for medical intervention efficacy and pattern of post-medical-intervention recovery in a standardized manner,

wherein the data analysis service is further configured to:

receive a second request to analyze a first patient not included in the plurality of patients, wherein the second request includes (i) first biological traits data associated with the first patient, (ii) first step count data associated with the first patient, and (iii) a first medical intervention type;
use the trained prediction model to at least:
retrieve, from the data repository, first analytics data based at least in part on the first biological traits data and the first medical intervention type, wherein the first analytics data is a subset of the analytics data stored in the data repository that corresponds to at least a portion of the first biological traits data and the first medical intervention type; and
generate, based at least in part on the first analytics data and the first step count data associated with the first patient, (a) a predicted medical intervention efficacy score associated with performing a first medical intervention of the first medical intervention type on the first patient and (b) a predicted pattern of post-medical-intervention recovery associated with performing the first medical intervention on the first patient; and

output 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.