Adaptive Synthetic Breast Tissue Imaging for Extreme Environments

Publication ID: 24-11857358_0009_PTD
Published: October 28, 2025
Category:Specialized Variations & Niche Solutions

Legal Citation

pr1or.art Inc., “Adaptive Synthetic Breast Tissue Imaging for Extreme Environments,” Published Technical Disclosure No. 24-11857358_0009_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857358_0009_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. 11,857,358.

Summary of the Inventive Concept

A system and method for generating high-quality synthetic breast tissue images in resource-constrained, high-security, or extreme weather conditions, ensuring accurate diagnosis and timely medical response.

Background and Problem Solved

The original patent disclosed a system and method for synthetic breast tissue image generation by high density element suppression. However, these methods were not designed to operate in challenging environments, such as disaster relief operations, high-security medical facilities, or areas with limited medical infrastructure. The new inventive concept addresses these limitations by adapting the original method for specific, narrow markets or unique operational environments.

Detailed Description of the Inventive Concept

The new system comprises a portable image generation and display system, a high-density element suppression module, and optional secure data storage and biometric authentication modules. The method involves receiving image data from a weather-resistant x-ray acquisition component, applying a high-density element suppression algorithm optimized for low-light or high-noise image inputs, and transmitting the processed images to a remote medical expert via a satellite communication link. The system prioritizes image quality over processing speed and integrates security features to ensure accurate diagnosis and timely medical response in resource-constrained settings.

Novelty and Inventive Step

The new claims introduce novel adaptations of the original method for specific, narrow markets or unique operational environments, including disaster relief operations, high-security medical facilities, and areas with limited medical infrastructure. The inventive step lies in the integration of security features, prioritization of image quality, and optimization for low-light or high-noise image inputs, which enable accurate diagnosis and timely medical response in challenging environments.

Alternative Embodiments and Variations

Alternative embodiments could include integrating the system with wearable devices for remote patient monitoring, using artificial intelligence to enhance image quality, or developing specialized image processing algorithms for specific types of breast tissue abnormalities. Variations could also include adapting the system for use in other medical imaging applications, such as orthopedic or neurological imaging.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the medical imaging industry, particularly in the areas of disaster relief, high-security medical facilities, and remote or resource-constrained healthcare settings. The target market includes government agencies, non-profit organizations, and private companies involved in medical imaging and healthcare services.

CPC Classifications

SectionClassGroup
A A61 A61B6/5258
A A61 A61B6/461
A A61 A61B6/502
G G06 G06T11/008
G G06 G06T2207/10116
G G06 G06T2207/30068

Field of Art

Medical imaging systems, specifically breast tissue imaging and synthetic image generation technologies, involving digital radiography, image processing, and computational methods for medical diagnostics

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in medical imaging technologies, advanced signal processing, digital radiography, and computational image generation techniques, typically holding a PhD or advanced engineering degree with specialized knowledge in medical imaging systems

Obviousness Rationale

A person having ordinary skill in the art would recognize that the PTD represents predictable variations of the source patent's core imaging methodology by adapting the fundamental image processing approach to specific environmental and operational constraints. The disclosed modifications represent straightforward extensions of existing imaging technologies, utilizing known techniques of system miniaturization, security integration, and algorithmic optimization for specialized medical imaging scenarios.

Obvious Combinations & Variations

Source Patent Element
X-ray image acquisition component for generating 2D projection images of breast tissue
PTD Variation
Weather-resistant x-ray acquisition component optimized for deployment in extreme environments
Obviousness Reasoning
Adapting imaging hardware for rugged environments is a predictable design choice using known environmental engineering techniques, representing a simple modification to existing medical imaging equipment
Source Patent Element
High-density element suppression algorithm for image processing
PTD Variation
Algorithm optimized for low-light or high-noise image inputs with prioritization of image quality over processing speed
Obviousness Reasoning
Modifying image processing algorithms to handle variable input conditions is a standard engineering approach, representing a finite set of predictable algorithmic adaptations within signal processing techniques
Source Patent Element
Digital image generation and display system for breast tissue imaging
PTD Variation
Portable system integrated with secure data storage and biometric authentication modules
Obviousness Reasoning
Incorporating security and portability features into medical imaging systems is a known technique for expanding technological utility, representing an obvious combination of existing technological capabilities
Source Patent Element
2D and 3D image generation methods for breast tissue visualization
PTD Variation
Satellite-linked remote consultation system for medical diagnosis in resource-constrained environments
Obviousness Reasoning
Extending medical imaging technologies to support remote diagnostics is a predictable technological evolution, utilizing standard telecommunications and medical informatics techniques
Source Patent Element
Computer-implemented method for processing breast tissue images
PTD Variation
Specialized imaging system for disaster relief and high-security medical facilities
Obviousness Reasoning
Tailoring medical imaging technologies to specific operational contexts represents a standard design approach involving known system configuration and optimization techniques
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857358 and the disclosed variations, a person having ordinary skill in the art would find the claimed innovations obvious and anticipated, as the technical modifications represent predictable extensions of existing medical imaging methodologies through standard engineering adaptations that would be apparent to a skilled practitioner in the field of medical imaging technologies.

Original Patent Information

Patent NumberUS 11,857,358
TitleSystem and method for synthetic breast tissue image generation by high density element suppression
Assignee(s)Hologic, Inc.