Adaptive Clavicle Fixation System with AI-Driven Personalization
Legal Citation
Summary of the Inventive Concept
A next-generation clavicle fixation system that leverages machine learning, artificial intelligence, and advanced manufacturing techniques to provide personalized, real-time fixation solutions for optimal patient outcomes.
Background and Problem Solved
The original clavicle fixation system, while effective, has limitations in terms of adaptability to individual patient anatomy and fracture patterns. The new inventive concept addresses these limitations by integrating AI-driven predictive analytics, real-time sensor feedback, and modular, self-adjusting components to provide a more precise and effective treatment approach.
Detailed Description of the Inventive Concept
The adaptive clavicle fixation system comprises a modular, self-adjusting plate with adaptive geometry that conforms to the patient's anatomy in real-time, using machine learning algorithms to predict optimal fixation points. The system also features a hybrid robotic-assisted surgical platform that integrates artificial intelligence, computer vision, and haptic feedback to enable precision-guided implant placement. Additionally, the system incorporates personalized implant design and manufacturing using additive manufacturing techniques, biomechanical simulations, and machine learning-based optimization. The system also includes a bioresorbable, shape-memory alloy implant that adapts to the patient's healing process, providing real-time feedback and monitoring through an integrated sensor network. Finally, the system features a virtual reality-based surgical planning and training platform that utilizes AI-driven simulation and predictive analytics to optimize surgical outcomes and reduce complications.
Novelty and Inventive Step
The new inventive concept's use of AI-driven predictive analytics, real-time sensor feedback, and modular, self-adjusting components represents a significant departure from the original patent's fixed, non-adaptive design. The integration of machine learning, artificial intelligence, and advanced manufacturing techniques provides a novel and non-obvious solution to the problem of clavicle fracture treatment.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include the use of different AI algorithms, alternative manufacturing techniques, or variations in the modular plate design. Additionally, the system could be adapted for use in treating fractures in other bones or anatomical regions.
Potential Commercial Applications and Market
The adaptive clavicle fixation system has significant commercial potential in the orthopedic and trauma surgery markets, with potential applications in hospitals, clinics, and surgical centers. The system's ability to provide personalized, real-time fixation solutions could lead to improved patient outcomes, reduced complications, and increased market share for the company.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61B17/8061 |
| A | A61 | A61B17/8004 |
| A | A61 | A61B17/8014 |
| A | A61 | A61B17/8057 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Orthopedic surgical devices and methods, specifically focusing on bone fracture fixation systems, with expertise in biomechanical design, surgical implant technologies, and advanced medical device engineering
Person of Ordinary Skill (PHOSITA) Profile
A biomedical engineer or orthopedic surgical device designer with advanced degrees, knowledge of medical device manufacturing, familiarity with surgical implant design principles, and understanding of emerging technologies in medical device development
Obviousness Rationale
A PHOSITA would recognize that the adaptive AI-driven approach represents a predictable technological progression from the existing clavicle fixation system, leveraging known machine learning and advanced manufacturing techniques to enhance surgical precision and patient-specific treatment. The fundamental structural and functional elements of the original clavicle fixation system remain consistent, with technological augmentations that would be considered incremental improvements rather than radical innovations. The integration of AI, sensor networks, and adaptive geometries represents a natural evolutionary step in medical device design that a skilled practitioner would find obvious given the state of medical technology.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,229 |
|---|---|
| Title | Clavicle fixation system |
| Assignee(s) | Globus Medical, Inc. |