Advanced Synthetic Breast Tissue Image Generation with Enhanced High Density Element Processing
Legal Citation
Summary of the Inventive Concept
An improved system and method for generating synthetic breast tissue images with enhanced high density element processing, offering better image quality, reduced radiation exposure, and real-time analysis capabilities.
Background and Problem Solved
The original patent, 'System and method for synthetic breast tissue image generation by high density element suppression,' addressed the issue of obtrusive high density elements in breast imaging. However, it had limitations in terms of image quality, radiation exposure, and analysis capabilities. The new inventive concept builds upon the original patent by introducing advanced high density element processing techniques, multi-scale filtering, and real-time analysis, thereby overcoming the inherent limitations of the existing patent.
Detailed Description of the Inventive Concept
The new inventive concept comprises a system and method for generating synthetic breast tissue images with enhanced high density element processing. The system includes a processor configured to identify high density elements in a breast image, a suppression module to reduce the visibility of the high density elements, and an enhancement module to accentuate the visibility of the high density elements. The method involves receiving a breast image, detecting high density elements, and applying a multi-scale filter to reduce noise and enhance the visibility of the high density elements. Additionally, the system can be configured to operate in real-time during a breast imaging procedure, providing immediate analysis and feedback to the medical professional.
Novelty and Inventive Step
The new inventive concept introduces several novel features, including the selective activation of suppression and enhancement modules, the application of multi-scale filtering, and the real-time analysis capability. These advancements are non-obvious compared to the original patent and provide a significant improvement in image quality, radiation exposure, and analysis capabilities.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include the use of machine learning algorithms for high density element detection, the integration of the system with existing breast imaging equipment, and the development of specialized software for image analysis and processing.
Potential Commercial Applications and Market
The advanced synthetic breast tissue image generation system with enhanced high density element processing has significant commercial potential in the medical imaging industry, particularly in the areas of breast cancer screening and diagnosis. The system's ability to provide high-quality images with reduced radiation exposure and real-time analysis capabilities makes it an attractive solution for medical professionals and patients alike.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61B6/5258 |
| A | A61 | A61B6/461 |
| A | A61 | A61B6/502 |
| G | G06 | G06T11/008 |
| G | G06 | G06T2207/10116 |
| G | G06 | G06T2207/30068 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Medical imaging, specifically breast tomosynthesis and digital radiographic image processing, involving advanced computational techniques for image generation, enhancement, and analysis
Person of Ordinary Skill (PHOSITA) Profile
A skilled professional with expertise in medical imaging technologies, computer vision, signal processing, and radiological image reconstruction, typically holding a PhD or advanced engineering degree with specialized knowledge in medical image processing algorithms
Obviousness Rationale
A person having ordinary skill would recognize that the PTD's variations represent predictable extensions of the source patent's core imaging techniques, applying standard computational methods to enhance high density element processing through selective suppression, multi-scale filtering, and machine learning integration, which are well-established approaches in medical image processing
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,358 |
|---|---|
| Title | System and method for synthetic breast tissue image generation by high density element suppression |
| Assignee(s) | Hologic, Inc. |