DEVICES, SYSTEMS, AND METHODS FOR DETERMINING TIBIA CORONAL ALIGNMENT

1 . A method for measuring a tibia varus or valgus angle via a surgically implanted measurement device, the method comprising:

receiving, via at least one processor, first data from the measurement device, wherein:

a housing of the measurement device is coupled to a musculoskeletal system of a patient; and

the first data includes a plurality of measurements from each of an accelerometer and a gyroscope included with an inertial measurement unit disposed within the housing;

receiving, via the at least one processor, a first measurement of an anatomical feature of a leg of the patient;

determining the tibia varus or valgus angle based on the first measurement; and

causing a display to output the determined tibia varus or valgus angle.

2 . The method of claim 1 , further comprising:

prior to receiving the first data, coupling the housing to the musculoskeletal system of the patient.

3 . The method of claim 1 , further comprising:

causing the display to output instructions for moving or posing the musculoskeletal system of the patient that, when executed, cause the accelerometer and the gyroscope to generate the first data.

4 . The method of claim 3 , wherein:

different portions of the first data correspond to respective movements or poses of the musculoskeletal system of the patient; and

causing the display to output the instructions for moving or posing the musculoskeletal system of the patient includes iteratively causing the display to output respective instruction for each of the respective movement or pose, iteration between a current respective movement or pose and a next respective movement or pose being based on receiving a portion of the first data corresponding to the current respective movement or pose.

5 . The method of claim 1 , further comprising:

performing, via the at least one processor, a validation of the first data, wherein in response to the first data failing the validation, the at least one processor is configured to:

cause the display to output a prompt to reacquire the plurality of measurements;

receive a second data from the measurement device that includes a further plurality of measurements from each of the accelerometer and the gyroscope; and

replace the first data with the second data, so that the tibia varus or valgus angle is determined based on the second data and the first measurement.

6 . The method of claim 5 , wherein performing the validation includes:

determining, via the at least one processor, each of a maximum linear rate, a maximum angular rate, and a time-integration error of the plurality of measurements in the first data; and

determining whether each of the maximum linear rate, the maximum angular rate, and the time-integration error exceeds a respective predetermined threshold.

7 . The method of claim 6 , wherein determining the time-integration error includes:

determining a measured ending gravity direction based on one or more static measurements received from the accelerometer in an end portion of the plurality of measurements;

determining an estimated gravity direction from a time-integrated angular rate of the plurality of measurements; and

determining an angular error between the measured ending gravity direction and the estimated gravity direction.

8 . The method of claim 1 , further comprising:

obtaining calibration data for the inertial measurement unit stored in a memory of the measurement device; and

prior to determining the tibia varus or valgus angle, modifying the plurality of measurements based on the calibration data.

9 . The method of claim 1 , further comprising:

preprocessing the first data by at least removing one or more of the plurality of measurements that exceeds a predetermined maximum angular acceleration.

10 . The method of claim 1 , wherein determining the tibia varus or valgus angle includes:

computing an orientation of the inertial measurement unit for each of the plurality of measurements by performing a time-integration of angular rates for each of the plurality of measurements;

modifying the first data by removing gravity acceleration for each acceleration in the plurality of measurements;

determining, based on the plurality of measurements, a vector that connects a point on an axis of rotation of the musculoskeletal system of the patient to a center point of the inertial measurement unit;

determining a mean axis of rotation for the plurality of measurements by unitizing a result of averaging angular rate measurements of the plurality of measurements that are above a predetermined minimum threshold;

modifying the plurality of measurements based on a reference frame of the inertial measurement unit relative to a reference frame of a tibia of the patient;

modifying the plurality of measurements based on an offset vector between a heel of the patient and an ankle of the patient;

determining a pose of the measurement device based on the plurality of measurements;

decomposing the pose of the measurement device into tri-axial rotations in a frame of reference of the tibia of the patient; and

determining the tibia varus or valgus angle based on the tri-axial rotations.

11 . A system for measuring a tibia varus or valgus angle of a patient, comprising:

a measurement device that includes:

a housing that is configured to couple to a musculoskeletal system of the patient;

an inertial measurement unit disposed within the housing, and including:

an accelerometer; and

a gyroscope; and

wherein the inertial measurement unit is configured to record a plurality of measurements using the accelerometer and the gyroscope;

and

a transmitter configured to output the plurality of measurements.

12 . The system of claim 11 , further comprising:

a prosthetic knee joint including a tibial prosthetic component coupled to a proximal end of a tibia of the patient, wherein the housing of the measurement device is configured to removably couple to the tibial prosthetic component.

13 . The system of claim 11 , further comprising:

a display; and

a computing device for determining the tibia varus or valgus angle of the patient, the computing device including:

at least one processor;

a communication component operatively connected to the processor; and

a memory operatively connected to the processor, and storing instructions that are executable by the processor to perform operations, including:

receiving first data from the measurement device that includes a plurality of measurements from each of the accelerometer and the gyroscope;

receiving a first measurement of a length of a tibia of the patient;

determining the tibia varus or valgus angle based on the first data and the first measurement; and

causing the display to output the determined tibia varus or valgus angle.

14 . The system of claim 13 , wherein the operations further include:

causing the display to output instructions for moving or posing the musculoskeletal system of the patient that, when executed, cause the accelerometer and the gyroscope to generate the first data.

15 . The system of claim 14 , wherein:

different portions of the first data correspond to respective movements or poses of the musculoskeletal system of the patient; and

causing the display to output the instructions for moving or posing the musculoskeletal system of the patient includes iteratively causing the display to output respective instruction for each of the respective movement or pose, iteration between a current respective movement or pose and a next respective movement or pose being based on receiving a portion of the first data corresponding to the current respective movement.

16 . The system of claim 13 , wherein:

the measurement device further includes a memory storing calibration data for the inertial measurement unit; and

the operations further include:

obtaining the calibration data for the inertial measurement unit; and

prior to determining the tibia varus or valgus angle, modifying the plurality of measurements based on the calibration data.

17 . The system of claim 13 , wherein the operations further include:

preprocessing the first data by at least removing one or more of the plurality of measurements that exceeds a predetermined maximum angular acceleration.

18 . The system of claim 13 , wherein determining the tibia varus or valgus angle includes:

computing an orientation of the inertial measurement unit for each of the plurality of measurements by performing a time-integration of angular rates for each of the plurality of measurements;

modifying the first data by removing gravity acceleration for each acceleration in the plurality of measurements;

determining, based on the plurality of measurements, a vector that connects a point on an axis of rotation of the musculoskeletal system of the patient to a center point of the inertial measurement unit;

determining a mean axis of rotation for the plurality of measurements by unionizing a result of averaging angular rate measurements of the plurality of measurements that are above a predetermined minimum threshold;

modifying the plurality of measurements based on a reference frame of the inertial measurement unit relative to a reference frame of a tibia of the patient;

modifying the plurality of measurements based on an offset vector between a heel of the patient and an ankle of the patient;

determining a pose of the measurement system based on the plurality of measurements;

decomposing the pose of the measurement system into tri-axial rotations in a frame of reference of the tibia of the patient; and

determining the tibia varus or valgus angle based on the tri-axial rotations.

19 . A non-transitory computer-readable medium storing instructions that are executable by a processor to perform operations, including:

receiving first data from a measurement system, wherein:

a housing of the measurement system is coupled to a musculoskeletal system of a patient; and

the first data includes a plurality of measurements from each of an accelerometer and a gyroscope included with an inertial measurement unit disposed within the housing;

receiving a first measurement of a length of a tibia of the patient;

determining a tibia varus or valgus angle based on the first data and the first measurement; and

causing a display to output the determined tibia varus or valgus angle.

20 . The non-transitory computer-readable medium of claim 19 , wherein the operations further include:

causing the display to output instructions for moving or posing the musculoskeletal system of the patient that, when executed, cause the accelerometer and the gyroscope to generate the first data.