METHOD AND SYSTEM FOR DETECTING FOOT AND LOWER LIMB HEALTH CHANGES
A method for detecting foot and lower limb health changes includes collecting a first and second temperature reading at each time point over a time window, from a first and second plantar location on a user's body. The method further includes determining a temperature offset and applying the temperature offset to the first and second series of temperature readings to yield a first and second series of offset temperature data. Irrelevant offset temperature data is identified and removed from the first and second series of offset temperature data to yield a first and second series of processed temperature data. A temperature difference at each time point in the time window is determined by comparing the temperature readings or processed temperature data and a foot health change flag is generated if the average of the temperature differences over the time period exceeds a foot health change threshold.
1 . A method for detecting a vascular concern, the method comprising:
at each of a series of time points over a time period, collecting a first temperature reading at a first plantar location on a body of a user, to yield a first series of temperature readings;
at each of the series of time points over the time period, collecting a second temperature reading at a second plantar location on the body of the user, to yield a second series of temperature readings, the first series of temperature readings and the second series of temperature readings collected by an input device, the input device worn on a foot of the user;
comparing the first series of temperature readings to the second series of temperature readings to determine a temperature difference for each time point and generating a series of temperature differences;
generating a magnitude of asymmetry from the series of temperature differences; and
generating a vascular concern flag if the magnitude of asymmetry from the series of temperature differences exceeds a vascular concern threshold.
2 . The method of claim 1 , wherein the first plantar location on the body of the user and the second plantar location on the body of the user are on a same foot of the user.
3 . The method of claim 1 , wherein the first plantar location on the body of the user corresponds to a first angiosome of the user and the second plantar location on the body of the user corresponds to a second angiosome of the user.
4 . The method of claim 1 , wherein generating the magnitude of asymmetry from the series of temperature differences comprises determining a measure of central tendency of the temperature differences of the series of temperature differences.
5 . The method of claim 1 , wherein the vascular concern flag corresponds to a risk level.
6 . The method of claim 1 , further comprising monitoring at least one of posture, activity, or movement of the user, and the monitoring at least one of posture, activity, or movement of the user comprises collecting pressure or motion measurements at a location on the body of the user.
7 . The method of claim 6 , wherein monitoring at least one of posture, activity, or movement of the user comprises collecting pressure or motion measurements at a location on the body of the user.
8 . The method of claim 1 , further comprising
determining a temperature offset;
applying the temperature offset to the first series of temperature readings to generate a first series of offset temperature data;
applying the temperature offset to the second series of temperature readings to generate a second series of offset temperature data; and
identifying and removing irrelevant temperature readings from the first or second series of temperature readings or identifying and removing irrelevant offset temperature data from the first or second series of offset temperature data.
9 . The method of claim 1 , wherein collecting temperature readings comprises a plurality of the time periods.
10 . A system for detecting a vascular concern, the system comprising:
an input device worn on a foot of a user, the input device comprising:
a first temperature sensor located at a first plantar location on a body of the user, the first temperature sensor used to collect a first temperature reading at each of a series of time points over a time period to yield a first series of temperature readings;
a second temperature sensor located at a second plantar location on the body of the user, the second temperature sensor used to collect a second temperature reading at each of the series of time points over the time period to yield a second series of temperature readings;
a processor in communication with the input device, the processor configured to:
receive the first series of temperature readings and the second series of temperature readings from the input device;
compare the first series of temperature readings to the second series of temperature readings to determine a temperature difference for each time point and generating a series of temperature differences;
generate a magnitude of asymmetry from the series of temperature differences; and
generate a vascular concern flag if the magnitude of asymmetry from the series of temperature differences exceeds a vascular concern threshold.
11 . The system of claim 10 , wherein the first plantar location and the second plantar location are each located under one of a heel, a first metatarsal, a third metatarsal, a fifth metatarsal, and a hallux.
12 . The system of claim 10 , wherein the first plantar location is on a first foot of the user and the second plantar location is on a second foot of the user.
13 . The system of claim 10 , wherein the second temperature reading at the second plantar location is an average of temperature readings of all or a subset of plantar locations collected by the input device.
14 . The system of claim 10 , wherein the vascular concern flag comprises an alert.
15 . The system of claim 10 , wherein the processor is further configured to:
determine a temperature offset;
apply the temperature offset to the first series of temperature readings to generate a first series of offset temperature data;
apply the temperature offset to the second series of temperature readings to generate a second series of offset temperature data; and
identify and remove irrelevant temperature readings from the first or second series of temperature readings or identifying and removing irrelevant offset temperature data from the first or second series of offset temperature data.
16 . The system of claim 15 , wherein the temperature offset for the first series of temperature readings and/or the second series of temperature readings is zero.
17 . The system of claim 15 , wherein the first series of temperature readings and the second series of temperature readings comprise at least one data session, and the at least one data session starts when the user dons the input device and the at least one data session ends when the user doffs the input device.
18 . The system of claim 15 , wherein determining the temperature offset comprises:
removing the at least one data session if the at least one data session fails to meet a data integrity criterion; and
generating the temperature offset if a minimum number of data sessions is achieved and a calculation period has ended.
19 . The system of claim 10 , wherein the input device is footwear, an insole, or a pair of insoles.
20 . The system of claim 10 , wherein the processor is further configured to monitor at least one of posture, activity, or movement of the user.