Patent ID: 11967077
Assignee: ORTHO AI LLC
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 11:
12. A non-transitory computer-readable medium for determining a risk of a patient needing total hip arthroplasty (THA), comprising instructions stored thereon, that when executed on at least one processor, cause the at least one processor to:
acquire a medical image of the patient;
input the medical image into a first machine learning (ML) model, the first ML model configured to identify a plurality of anatomical landmarks, wherein the plurality of anatomical landmarks include at least a portion of a femoral head on a first side of the patient and at least a portion of the acetabulum on the first side of the patient;
acquire quantitative values for a plurality of anatomic measurements, wherein the plurality of anatomic measurements include a joint spacing width between the femoral head and the acetabulum on the first side of the patient; and
input the quantitative values for the plurality of anatomic measurements into a second ML machine, wherein the second ML machine is configured to output a likelihood of the patient needing THA within a time frame based on the inputted quantitative values for the plurality of anatomic measurements.