Neural Network-Controlled Implant Delivery System with Real-Time Imaging Feedback

A next-generation implant delivery system that leverages neural network-based control and real-time imaging data to enhance precision, safety, and efficacy in cardiac valve repair procedures.

The original patent disclosed a steerable delivery tool for cardiac valve repair, which, while innovative, had limitations in terms of precision and adaptability to complex vasculature. The new inventive concept addresses these limitations by integrating advanced neural network-based control and real-time imaging feedback to optimize implant delivery.

The neural network-controlled implant delivery system comprises a multi-component tubular assembly with steerable distal end portions, a real-time imaging module, and a neural network-based control system. The control system receives real-time imaging data of the patient's vasculature and heart anatomy, and adjusts the steering of the distal end portions accordingly. The system enables precise navigation through complex vasculature, minimizing the risk of complications and ensuring optimal implant placement. The neural network-based control system can be trained using simulated imaging data, and the system can be integrated with pre-operative planning modules to generate personalized delivery plans.

The new claims introduce a paradigm shift in implant delivery by leveraging neural network-based control and real-time imaging feedback, which represents a significant departure from the original patent's mechanical steering approach. The inventive step lies in the integration of these advanced technologies to achieve unprecedented levels of precision and adaptability in cardiac valve repair procedures.

Alternative embodiments of the inventive concept could include variations in the neural network architecture, imaging modalities, or catheter designs. Additionally, the system could be adapted for use in other medical procedures, such as neurovascular interventions or tumor treatment.

The neural network-controlled implant delivery system has significant commercial potential in the cardiac valve repair market, with potential applications in other medical fields as well. The system's enhanced precision, safety, and efficacy could lead to increased adoption and market share, with potential partnerships with medical device manufacturers, hospitals, and research institutions.