Synergistic X-ray Imaging System with AI, IoT, Blockchain, and Novel Materials

Publication ID: 24-11857355_0008_PTD
Published: October 28, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Synergistic X-ray Imaging System with AI, IoT, Blockchain, and Novel Materials,” Published Technical Disclosure No. 24-11857355_0008_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857355_0008_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. 11,857,355.

Summary of the Inventive Concept

A novel x-ray imaging system that integrates energy-integrating and photon-counting detectors with artificial intelligence, IoT, blockchain, and novel materials to enable real-time image enhancement, material analysis, secure data storage, and improved low-contrast detectability.

Background and Problem Solved

Interventional radiology procedures require high-quality x-ray imaging systems. While existing systems, such as those described in the original patent, provide some capabilities, they lack the integration of distinct technologies to achieve superior image quality, enhanced material analysis, and secure data management. The new inventive concept addresses these limitations by synergistically combining advanced detectors with AI, IoT, blockchain, and novel materials.

Detailed Description of the Inventive Concept

The synergistic x-ray imaging system comprises a multi-detector arrangement with at least one energy-integrating detector and at least one photon-counting detector. The detectors are integrated with an artificial intelligence module for real-time image enhancement and material analysis. The system is connected to an IoT-enabled platform for remote monitoring and data analysis, ensuring seamless data exchange and reducing the risk of data loss. Additionally, the system incorporates a blockchain-based data management system for secure and transparent data storage. The novel material-enhanced x-ray detector system features a new scintillator material that improves low-contrast detectability. The machine learning algorithm enables real-time image reconstruction and material identification, further enhancing the system's capabilities.

Novelty and Inventive Step

The new claims introduce the novel combination of energy-integrating and photon-counting detectors with AI, IoT, blockchain, and novel materials, which is not obvious from the original patent. The integration of these distinct technologies enables a more powerful system with enhanced image quality, material analysis, and secure data management capabilities.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include varying the type of AI algorithm used, incorporating additional sensors or detectors, or utilizing different blockchain protocols. Variations could also involve adapting the system for use in other medical imaging modalities, such as CT or MRI.

Potential Commercial Applications and Market

The synergistic x-ray imaging system has significant commercial potential in the medical imaging industry, particularly in interventional radiology and image-guided interventions. The system's enhanced image quality, material analysis, and secure data management capabilities make it an attractive solution for hospitals, clinics, and research institutions.

CPC Classifications

SectionClassGroup
A A61 A61B6/4266
A A61 A61B6/032
A A61 A61B6/4233
A A61 A61B6/4241
A A61 A61B6/4435
A A61 A61B6/54
G G01 G01T1/17
G G06 G06T11/005
G G06 G06T11/008

Field of Art

Medical imaging systems, specifically x-ray imaging technologies with multi-detector configurations, involving advanced sensor technologies, image processing, and data management systems

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or medical imaging specialist with expertise in x-ray detector technologies, signal processing, machine learning, and medical data management systems, holding advanced degrees in biomedical engineering or medical physics

Obviousness Rationale

A PHOSITA would recognize that integrating AI, IoT, and blockchain technologies with existing multi-detector x-ray imaging systems represents a predictable extension of known medical imaging technological trends. The source patent's foundational multi-detector design provides a clear technical framework for incorporating advanced computational and networking technologies. The proposed variations represent logical technological convergence using standard engineering design approaches.

Obvious Combinations & Variations

Source Patent Element
Multi-detector x-ray system with energy-integrating and photon-counting detectors
PTD Variation
Adding artificial intelligence module for real-time image enhancement and material analysis
Obviousness Reasoning
AI-based image processing is a well-established technique in medical imaging, representing a known method for improving diagnostic capabilities with predictable results
Source Patent Element
X-ray detector system with multiple sensor arrays
PTD Variation
Incorporating IoT-enabled platform for remote monitoring and data analysis
Obviousness Reasoning
Network connectivity and remote monitoring are standard design choices in modern medical imaging systems, representing an obvious technological progression
Source Patent Element
X-ray imaging system with integrated detector electronics
PTD Variation
Implementing blockchain-based data management for secure storage
Obviousness Reasoning
Secure data management techniques are routinely applied across medical technologies, representing a predictable solution to data integrity challenges
Source Patent Element
X-ray detector with sensor array configurations
PTD Variation
Introducing novel scintillator materials for improved low-contrast detectability
Obviousness Reasoning
Material science improvements are standard engineering practice, with finite known approaches to enhancing detector performance
Source Patent Element
Multi-detector x-ray imaging system
PTD Variation
Implementing machine learning algorithms for image reconstruction and material identification
Obviousness Reasoning
Advanced computational techniques for medical image processing represent a logical and predictable technological evolution
35 U.S.C. § 103 Summary: Based on US Patent 11857355's foundational multi-detector x-ray imaging system teachings, the present publication demonstrates that integrating computational, networking, and material science innovations represents an obvious technological progression for a person having ordinary skill in medical imaging technologies, thereby establishing prior art that would render obvious subsequent claims involving similar systematic technological combinations.

Original Patent Information

Patent NumberUS 11,857,355
TitleMulti-detector systems and methods for x-ray imaging
Assignee(s)Wisconsin Alumni Research Foundation