The invention belongs to the technical field of pacemaker lead implantation, and provides an AI
simulation guidance pacemaker lead implantation
system, which comprises a
data acquisition and preprocessing module for collecting and
processing medical record comprehensive data of a patient through a multi-
modal data fusion unit; according to the invention, the cardiac cavity structure of a patient can be accurately simulated and accurate anatomical information is provided for lead implantation through multi-
modal data such as electrocardiogram, various
imaging data and the like in combination with advanced
image segmentation and registration algorithms, the AI
simulation and prediction module plans an optimal path for a lead through a
reinforcement learning algorithm, and the accuracy of lead implantation is improved. The method has important significance for searching
coronary sinus ostii and selecting target veins, the stability of the lead and the success rate of implantation are ensured, the real-time guidance and feedback module can adjust the advancing direction and speed of the lead in real time in an operation, deviation caused by manual operation is reduced, and the operation efficiency is improved. And the postoperative evaluation and optimization module can perform quantitative analysis on the implantation effect and feed data back to the AI model, so that the
system performance is further optimized.