Patent ID: 11877801
Assignee: MEDICREA INTERNATIONAL
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A

Claim 0:
1. A computer-implemented method for generating and assisting patient-specific spinal treatment, the method comprising:
analyzing, using a computer system, one or more preoperative medical images of a spine of a patient to determine one or more preoperative spinopelvic parameters, wherein the one or more spinopelvic parameters comprise one or more of lumbar lordosis (LL), preoperative thoracic kyphosis (TK), pelvic incidence (PI), pelvic tilt (PT), or sagittal vertical axis (SVA) for one or more vertebrae;
transforming, using the computer system, the determined one or more preoperative spinopelvic parameters to obtain one or more preoperative spinopelvic parameters in a frequency domain, wherein the transforming comprises applying a Fourier transformation to the determined one or more preoperative spinopelvic parameters;
filtering, using the computer system, the one or more preoperative spinopelvic parameters in the frequency domain, wherein the filtering comprises filtering out one or more of the one or more preoperative spinopelvic parameters in the frequency domain comprising a frequency level above a predetermined threshold;
applying, using the computer system, one or more predictive models to generate a predicted surgical outcome in the frequency domain based at least in part on the filtered one or more preoperative spinopelvic parameters in the frequency domain and one or more preoperative non-imaging data inputs of the patient, wherein the one or more predictive models comprises one or more of a generative adversarial network (GAN) algorithm, convolutional neural network (CNN) algorithm, or recurrent neural network (RNN) algorithm; and
transforming, using the computer system, the generated predicted surgical outcome in the frequency domain to obtain a generated predictive surgical outcome in a spatial domain, wherein the transforming the generated predicted surgical outcome in the frequency domain comprises applying an inverse Fourier transformation to the generated predicted surgical outcome in the frequency domain,
generating, using the computer system, a patient-specific spinal treatment based at least in part on the generated predictive surgical outcome in the spatial domain, wherein the generated patient-specific spinal treatment comprises one or more patient-specific spinal surgical procedures;
attaching one or more intraoperative tracking modules to one or more vertebral implants for implanting to one or more vertebrae of interest during spinal surgery of the patient, wherein the one or more intraoperative tracking modules comprise at least one sensor and a strip for blocking a power circuit within the one or more intraoperative tracking modules;
removing the strip from the one or more intraoperative tracking modules to initiate tracking of one or more angles between the one or more vertebrae to which the one or more intraoperative tracking modules are attached to; and
generating, by the computer system, intraoperative tracking data in real-time and comparing the generated tracking data in real-time to the generated one or more patient-specific spinal surgical procedures to assist the generated patient-specific spinal treatment,
wherein the computer system comprises a computer processor and an electronic storage medium.