Personalized Modeling and Treatment for Diverse Industries

Publication ID: 24-11857263_0007_PTD
Published: November 07, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Personalized Modeling and Treatment for Diverse Industries,” Published Technical Disclosure No. 24-11857263_0007_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857263_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. 11,857,263.

Summary of the Inventive Concept

Applying three-dimensional modeling and personalized treatment to various industries, such as agriculture, livestock breeding, urban planning, environmental monitoring, and disaster response, to optimize outcomes and efficiency.

Background and Problem Solved

The original patent focused on personalized atrial fibrillation ablation, but its core technology has untapped potential for application in other fields. Current industry practices often rely on generic, one-size-fits-all approaches, leading to suboptimal results and inefficiencies. The new inventive concept addresses these limitations by adapting the personalized modeling and treatment approach to diverse industries.

Detailed Description of the Inventive Concept

The new inventive concept utilizes the core technology of three-dimensional modeling and personalized treatment to develop customized solutions for various industries. For instance, in agriculture, the system generates a three-dimensional model of a crop field to produce a tailored crop treatment plan. In livestock breeding, the method employs a personalized, patient-specific customized ablation catheter to identify and select ideal breeding stock based on genetic markers and anatomical features. Similarly, in urban planning, the system uses a three-dimensional model of a city's infrastructure to optimize traffic flow and reduce congestion. In environmental monitoring, the system generates a three-dimensional model of a watershed to identify and predict areas of high pollution risk and optimize remediation efforts. Finally, in disaster response, the method utilizes a personalized, patient-specific customized ablation catheter to identify and prioritize areas of highest need.

Novelty and Inventive Step

The new claims introduce a novel application of the core technology to entirely different industries, providing a non-obvious extension of the original patent's concept. The inventive step lies in the adaptation of the personalized modeling and treatment approach to address specific challenges and limitations in these new fields.

Alternative Embodiments and Variations

Alternative embodiments could include adapting the three-dimensional modeling and personalized treatment approach to other industries, such as personalized medicine, education, or supply chain management. Variations could involve different imaging modalities, data sources, or machine learning algorithms to generate the three-dimensional models and customized treatment plans.

Potential Commercial Applications and Market

The new inventive concept has significant commercial potential across various industries, including agriculture, livestock breeding, urban planning, environmental monitoring, and disaster response. The target market includes companies, governments, and organizations seeking to optimize outcomes and efficiency in these fields.

CPC Classifications

SectionClassGroup
A A61 A61B34/10
A A61 A61B18/1492
A A61 A61B2017/00526
A A61 A61B2018/00375
A A61 A61B2018/00577
A A61 A61B2034/104
A A61 A61B2034/105
A A61 A61B2090/374
A A61 A61B2090/378
A A61 A61B2090/3762
A A61 A61M25/0009

Field of Art

Medical device engineering, specifically interventional cardiology and personalized medical imaging technologies, involving advanced 3D modeling, diagnostic imaging, and precision medical device design

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or medical device designer with expertise in interventional cardiology, advanced imaging technologies, computational modeling, and interdisciplinary systems design, holding advanced degrees and practical experience in translating medical imaging into targeted therapeutic interventions

Obviousness Rationale

A PHOSITA would recognize the fundamental technological transfer principle underlying the source patent's personalized ablation approach, which fundamentally involves generating patient-specific three-dimensional models to guide targeted medical interventions. The PTD's extension of this core modeling and customization methodology to diverse domains represents a predictable application of known technological frameworks across different problem spaces, utilizing substantially identical conceptual strategies of personalization and spatial modeling.

Obvious Combinations & Variations

Source Patent Element
Three-dimensional patient-specific heart modeling for atrial fibrillation treatment
PTD Variation
Three-dimensional crop field modeling for agricultural management
Obviousness Reasoning
Predictable extension of spatial modeling technique from medical to agricultural domain, applying identical computational and imaging principles to solve domain-specific optimization challenges
Source Patent Element
Personalized catheter design based on individual anatomical characteristics
PTD Variation
Personalized livestock breeding selection using genetic and anatomical markers
Obviousness Reasoning
Known technique of using precise anatomical and genetic data for targeted selection, directly analogous to source patent's patient-specific medical device design approach
Source Patent Element
Patient-specific ablation pattern generation using computational modeling
PTD Variation
Urban infrastructure modeling for traffic flow optimization
Obviousness Reasoning
Predictable application of spatial modeling and computational optimization techniques across different complex systems, utilizing substantially similar algorithmic approaches
Source Patent Element
Precision medical intervention guided by three-dimensional imaging
PTD Variation
Environmental watershed pollution risk modeling
Obviousness Reasoning
Obvious translation of precision imaging and computational modeling techniques from medical to environmental monitoring domain, representing a standard technological transfer strategy
35 U.S.C. § 103 Summary: Based on US Patent 11857263's disclosure of personalized three-dimensional modeling for medical interventions, the present publication demonstrates that a Person Having Ordinary Skill In The Art would find the extension of such modeling techniques to diverse domains an obvious technological adaptation, thereby rendering potential claims to such applications anticipated and non-patentable under standard obviousness analysis.

Original Patent Information

Patent NumberUS 11,857,263
TitlePersonalized atrial fibrillation ablation