Implants, systems and methods for surgical planning and assessment

A system comprising:

• a wearable sensor device for pre-operative use by a patient that is a candidate for an orthopedic surgery, the wearable sensor device configured to generate pre-operative sensor data associated with the patient prior to the orthopedic surgery on the patient;
• an implantable sensor device configured to be implanted into the patient during or after the orthopedic surgery, the implantable sensor device configured to generate and aggregate post-operative sensor data associated with the patient after the orthopedic surgery;
• and
• a surgical planning and assessment system, the system comprising:
• at least one computer-readable storage device, wherein the at least one computer-readable storage device is configured to store data and executable instructions;
• and
• at least one processor configured to access information stored on the at least one computer-readable storage device and to perform operations comprising:
• retrieve the pre-operative sensor data generated by the wearable sensor device;
• predict post-operative sensor data based at least in part on the pre-operative sensor data;
• retrieve the aggregated post-operative sensor data generated by the implantable sensor device;
• and
• analyze the aggregated post-operative sensor data to determine an outcome from a treatment monitored by the implantable sensor device by comparing the predicted post-operative sensor data and the aggregated post-operative sensor data.