Computer-based platforms for implementing a weight-based personalized implant planning during a total joint arthroplasty and methods of use thereof

Abstract

A method and system for personalized implant planning during total joint arthroplasty include obtaining a plurality of patient-specific data prior to an implantation of at least one implant into a joint of a patient comprising a first bone member and a second bone member; inputting the plurality of patient-specific data into at least one weight-based implant algorithm, at least one weight-based implant machine learning model, or both, configured to output weights assigned to patient-specific functional parameters that facilitate a prioritization for each of the patient-specific functional parameters; utilizing a surgical plan model to obtain a patient-specific intra-operative surgical plan for the implantation of the at least one implant, based at least in part on the plurality of patient-specific data, intra-operative patient-specific data, the plurality of patient-specific functional parameters, and/or the plurality of weights; and performing the implantation based on the patient-specific intra-operative surgical plan.