Virtual Anatomical Modeling for Diverse Applications

Publication ID: 24-11857264_0007_PTD
Published: November 07, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Virtual Anatomical Modeling for Diverse Applications,” Published Technical Disclosure No. 24-11857264_0007_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857264_0007_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. 11,857,264.

Summary of the Inventive Concept

The inventive concept leverages virtual anatomical modeling to tackle complex problems in various industries, including urban infrastructure planning, personalized education, predictive maintenance, supply chain logistics, and personalized health and wellness.

Background and Problem Solved

The original patent focused on providing surgical assistance to surgeons, primarily for spinal deformity assessment. However, the core technology of virtual anatomical modeling has broader applications. The inventive concept addresses the limitation of the original patent by applying this technology to entirely new industries and use cases, enabling innovative solutions to diverse challenges.

Detailed Description of the Inventive Concept

The inventive concept involves adapting virtual anatomical modeling to various domains. For instance, in urban infrastructure planning, a virtual anatomical model of a city's infrastructure is used to analyze and predict urban growth patterns, optimizing infrastructure development. In personalized education, a virtual anatomical model of a student's learning profile identifies knowledge gaps and provides tailored educational resources. Similarly, in predictive maintenance, a virtual anatomical model of a machine's components detects potential failures and schedules maintenance. In supply chain logistics, a virtual anatomical model of a supply chain network identifies bottlenecks and optimizes delivery routes. Lastly, in personalized health and wellness, a virtual anatomical model of a user's physiological systems provides personalized health recommendations and tracks progress.

Novelty and Inventive Step

The new claims introduce a significant inventive step by applying virtual anatomical modeling to entirely new industries and use cases, going beyond the original patent's focus on surgical assistance. This expansion of the technology's scope and applicability is non-obvious and novel.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include using different types of data inputs, such as IoT sensor data or machine learning algorithms, to enhance the virtual anatomical models. Variations could also involve integrating the technology with existing systems, such as building information modeling (BIM) software or learning management systems.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential across various industries, including urban planning, education, manufacturing, logistics, and healthcare. The technology could be licensed to companies operating in these industries, or integrated into existing products and services to enhance their capabilities and competitiveness.

CPC Classifications

SectionClassGroup
A A61 A61B34/10
A A61 A61B5/743
A A61 A61B5/748
A A61 A61B5/7435
A A61 A61B34/20
A A61 A61B34/25
A A61 A61B90/37
G G06 G06N20/00
G G06 G06T7/73
G G06 G06T19/006
G G16 G16H20/40
G G16 G16H40/63
G G16 G16H50/00
A A61 A61B2034/102
A A61 A61B2034/105
A A61 A61B2034/107
A A61 A61B2034/108
A A61 A61B2034/256
A A61 A61B2090/365
G G06 G06N5/01
G G06 G06T2207/10072
G G06 G06T2207/10116
G G06 G06T2207/20084
G G06 G06T2207/30012

Field of Art

Medical informatics and computational modeling, specifically virtual anatomical modeling and simulation technologies with expertise in data visualization, medical imaging, and computational analysis of physiological systems

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degrees in biomedical engineering, computer science, or medical informatics, possessing skills in 3D modeling, machine learning, data analytics, and understanding of computational representations of biological systems

Obviousness Rationale

A PHOSITA would recognize that the virtual anatomical modeling technique disclosed in the source patent represents a generalizable computational approach that can be systematically applied across multiple domains by adapting the core modeling methodology to different contextual requirements. The fundamental technical strategy of creating parametric digital representations of complex systems is inherently transferable, with the primary innovation being the specific domain-specific implementation rather than the underlying computational technique.

Obvious Combinations & Variations

Source Patent Element
Virtual anatomical model generation for surgical procedure planning
PTD Variation
Virtual anatomical model generation for urban infrastructure planning
Obviousness Reasoning
Predictable extension of computational modeling technique using known data mapping and visualization principles, representing a straightforward application of existing virtual modeling methodology to a new domain
Source Patent Element
Patient-specific digital modeling of physiological structures
PTD Variation
Machine component digital modeling for predictive maintenance
Obviousness Reasoning
Known technique of parametric digital representation can be readily adapted from biological to mechanical systems using standard computational modeling approaches
Source Patent Element
Annotated digital imaging and simulation of anatomical structures
PTD Variation
Annotated digital representation of supply chain network dynamics
Obviousness Reasoning
Systematic translation of visualization and annotation techniques from medical imaging to network topology represents a predictable computational design choice
Source Patent Element
Computer-implemented method for generating patient-specific models
PTD Variation
Computer-implemented method for generating student learning profile models
Obviousness Reasoning
Applying computational modeling techniques to personalized profiling represents a known and obvious extension of existing digital representation methodologies
35 U.S.C. § 103 Summary: Based on the virtual anatomical modeling techniques disclosed in US Patent 11857264, a person of ordinary skill in the art would find the variations presented in this published technical disclosure to represent obvious extensions of the foundational computational modeling approach, thereby establishing prior art that would render analogous patent claims obvious through systematic technological translation across multiple domains.

Original Patent Information

Patent NumberUS 11,857,264
TitleSystems and methods for physician designed surgical procedures
Assignee(s)Carlsmed, Inc.