Neuro-AI Guided Computer-Assisted Surgery

Publication ID: 24-11857265_0010_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Neuro-AI Guided Computer-Assisted Surgery,” Published Technical Disclosure No. 24-11857265_0010_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857265_0010_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,265.

Summary of the Inventive Concept

A next-generation computer-assisted surgery system that leverages neural networks, machine learning, and virtual reality to enable real-time predictive analytics, autonomous surgical planning, and personalized feedback for optimal surgical outcomes.

Background and Problem Solved

The original patent, 'Method and apparatus for computer aided surgery', addressed the need for computer guidance during surgical procedures. However, it relied on manual alignment jigs and lacked real-time adaptability. The new inventive concept solves these limitations by integrating AI-driven predictive analytics, autonomous planning, and virtual reality interfaces to revolutionize the surgical experience.

Detailed Description of the Inventive Concept

The Neuro-AI Guided Computer-Assisted Surgery system consists of a neural network-based predictive analytics module, a machine learning algorithm for autonomous surgical planning, and a virtual reality interface for real-time visualization and interaction. The predictive analytics module forecasts optimal surgical trajectories and generates real-time feedback to the surgeon, leveraging a database of historical surgical procedures and patient outcomes. The autonomous planning algorithm identifies the optimal surgical approach based on patient-specific data and generates a customized surgical plan executable by a robotic surgical instrument. The virtual reality interface integrates real-time tracking and navigation data to enable precise surgical guidance.

Novelty and Inventive Step

The new inventive concept introduces the novel combination of AI-driven predictive analytics, autonomous planning, and virtual reality interfaces, which is not obvious from the original patent. Specifically, the integration of neural networks and machine learning algorithms with real-time surgical data and virtual reality visualization enables a paradigm shift in computer-assisted surgery.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include variations in the AI algorithms used, such as incorporating reinforcement learning or transfer learning. Additionally, the virtual reality interface could be adapted for use with different types of surgical instruments or procedures.

Potential Commercial Applications and Market

The Neuro-AI Guided Computer-Assisted Surgery system has significant commercial potential in the medical technology industry, particularly in the areas of orthopedic, neurosurgical, and cardiovascular procedures. The system's ability to improve surgical outcomes, reduce complications, and enhance the overall surgical experience could lead to widespread adoption and market growth.

CPC Classifications

SectionClassGroup
A A61 A61B34/10
A A61 A61B17/142
A A61 A61B17/15
A A61 A61B17/154
A A61 A61B17/1675
A A61 A61B17/1703
A A61 A61B17/1764
A A61 A61B34/20
A A61 A61B34/30
A A61 A61B90/11
A A61 A61B90/36
A A61 A61B17/1626
A A61 A61B34/25
A A61 A61B90/90
A A61 A61B2017/00026
A A61 A61B2017/00199
A A61 A61B2017/00212
A A61 A61B2017/00221
A A61 A61B2017/00725
A A61 A61B2017/320052
A A61 A61B2034/101
A A61 A61B2034/102
A A61 A61B2034/104
A A61 A61B2034/105
A A61 A61B2034/107
A A61 A61B2034/108
A A61 A61B2034/2055
A A61 A61B2034/2068
A A61 A61B2034/2072
A A61 A61B2034/254
A A61 A61B2034/256
A A61 A61B2034/258
A A61 A61B2090/061
A A61 A61B2090/065
A A61 A61B2090/0812
A A61 A61B2090/365
A A61 A61B2090/367
A A61 A61B2090/372
A A61 A61B2090/395
A A61 A61B2090/3937
A A61 A61F2002/4632
A A61 A61F2002/4633

Field of Art

Computer-assisted surgical systems and methods, specifically focusing on surgical navigation, visualization, and guidance technologies involving 3D imaging, instrument tracking, and surgical planning

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or surgical technology specialist with expertise in medical imaging, computer-aided design, neural networks, machine learning, and surgical navigation systems, holding advanced degrees in biomedical engineering or related fields

Obviousness Rationale

A PHOSITA would recognize that integrating artificial intelligence and machine learning with existing computer-assisted surgical systems represents a predictable technological evolution. The source patent's foundational work in surgical guidance and 3D visualization provides a clear technological framework that naturally extends to more advanced predictive and adaptive systems. The PTD's AI-driven approach builds upon established surgical navigation principles in a manner that would be considered an obvious technological progression to a skilled practitioner.

Obvious Combinations & Variations

Source Patent Element
Electronic three-dimensional representation of patient anatomy for surgical guidance
PTD Variation
Neural network-based predictive analytics module generating surgical trajectory forecasts
Obviousness Reasoning
Extending 3D visualization with predictive machine learning is a known technique for enhancing surgical planning, representing a predictable application of AI to existing surgical navigation technologies
Source Patent Element
Tracking user input and surgical system interactions
PTD Variation
Machine learning algorithm generating customized surgical plans based on patient-specific data
Obviousness Reasoning
Algorithmic adaptation of surgical tracking data is a logical and foreseeable enhancement to existing surgical guidance systems, representing an incremental technological improvement
Source Patent Element
Dynamic display orientation of surgical representations
PTD Variation
Virtual reality interface with real-time tracking and navigation data integration
Obviousness Reasoning
Transitioning from static 3D representations to immersive VR interfaces is a natural technological progression in surgical visualization technologies
Source Patent Element
Computer-assisted surgical procedure guidance
PTD Variation
AI-driven system for identifying and adapting to unexpected surgical events
Obviousness Reasoning
Implementing adaptive intelligence in surgical systems represents a predictable evolution of existing computer-assisted surgical technologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857265 and the published technical disclosure, a person of ordinary skill in the art would find the claimed variations of AI-enhanced surgical guidance systems obvious and non-patentable. The disclosed technological combinations represent foreseeable extensions of existing computer-assisted surgical methodologies, utilizing known techniques of machine learning, predictive analytics, and immersive visualization to incrementally improve surgical navigation technologies.

Original Patent Information

Patent NumberUS 11,857,265
TitleMethod and apparatus for computer aided surgery
Assignee(s)Board of Regents of the University of Nebraska