Advanced Ultrasound Imaging System with Integrated Thermal Management and AI-Driven Real-Time Feedback

Publication ID: 24-11857364_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Advanced Ultrasound Imaging System with Integrated Thermal Management and AI-Driven Real-Time Feedback,” Published Technical Disclosure No. 24-11857364_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857364_0010_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. 11,857,364.

Summary of the Inventive Concept

A next-generation ultrasound imaging system that integrates adaptive thermal management, AI-driven real-time feedback, and advanced materials to optimize image quality, reduce thermal noise, and enable personalized health monitoring.

Background and Problem Solved

The original patent's ultrasound transducer assembly, while providing a significant improvement over prior art, still faces limitations in thermal management, EMI shielding, and image quality. The new inventive concept addresses these limitations by introducing advanced thermal management, AI-driven real-time feedback, and innovative materials to create a more efficient, reliable, and high-performance ultrasound imaging system.

Detailed Description of the Inventive Concept

The advanced ultrasound imaging system comprises a probe array assembly with adaptive thermal management, which utilizes AI-driven real-time feedback to optimize image quality and reduce thermal noise. The system incorporates advanced materials, such as self-healing thermal interface materials, to autonomously adapt to changes in environmental conditions. The probe array assembly can be fabricated using additive manufacturing techniques, enabling rapid prototyping and customization. The system can be integrated into a wearable device with a conformable, stretchable probe array assembly, providing real-time data analytics for personalized health monitoring. The modular design allows for interchangeable, 3D-printed thermal management modules, enabling customizable performance and thermal management.

Novelty and Inventive Step

The new inventive concept introduces a paradigm shift in ultrasound imaging by integrating AI-driven real-time feedback, advanced thermal management, and innovative materials to create a more efficient, reliable, and high-performance system. The use of adaptive thermal management, self-healing thermal interface materials, and additive manufacturing techniques provides a significant improvement over the original patent, making it more ambitious and forward-thinking.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different AI algorithms, various types of advanced materials, and alternative fabrication techniques. The system could also be integrated into other medical imaging modalities, such as MRI or CT scans, to provide a more comprehensive diagnostic platform.

Potential Commercial Applications and Market

The advanced ultrasound imaging system has significant commercial potential in the medical imaging industry, particularly in the fields of cardiology, oncology, and obstetrics. The system's ability to provide high-quality images, reduce thermal noise, and enable personalized health monitoring makes it an attractive solution for hospitals, clinics, and medical research institutions. The wearable device embodiment also has potential applications in the consumer health market, enabling individuals to monitor their health and wellness in real-time.

CPC Classifications

SectionClassGroup
A A61 A61B8/4444
A A61 A61B8/4455
A A61 A61B8/4494
A A61 A61B8/546
F F28 F28F3/048

Field of Art

Medical ultrasound imaging systems, specifically focusing on transducer probe design, thermal management, and electromagnetic interference (EMI) shielding in medical diagnostic equipment

Person of Ordinary Skill (PHOSITA) Profile

A skilled engineer with expertise in medical imaging technologies, electrical engineering, thermal management, and materials science, typically holding a master's or PhD in biomedical engineering or related field, with 3-5 years of experience in ultrasound probe design

Obviousness Rationale

A person having ordinary skill in the art would recognize that the PTD's proposed variations represent predictable extensions of the source patent's core teachings about thermal management and probe design. The integration of AI-driven feedback and advanced materials represents a natural progression of existing ultrasound probe technology, utilizing known techniques to address inherent thermal and signal quality challenges. The modular and adaptive approach aligns with standard engineering practices of iterative improvement in medical imaging systems.

Obvious Combinations & Variations

Source Patent Element
Thermally conductive fins in ultrasound transducer assembly for heat management
PTD Variation
AI-driven adaptive thermal management with self-healing thermal interface materials
Obviousness Reasoning
A PHOSITA would recognize that enhancing thermal management through intelligent monitoring represents a predictable solution to existing heat dissipation challenges, using known AI techniques to optimize performance
Source Patent Element
Conductive return planes and EMI shielding in probe enclosure
PTD Variation
Additive manufacturing techniques for creating modular, customizable EMI-shielded probe assemblies
Obviousness Reasoning
Applying advanced manufacturing methods to existing EMI shielding concepts represents a standard engineering approach to improving fabrication flexibility and design optimization
Source Patent Element
Metal-based enclosure with overlapping joints for electromagnetic interference protection
PTD Variation
Wearable, stretchable probe array with real-time data analytics integration
Obviousness Reasoning
Extending probe design to conform with emerging personalized medical monitoring trends represents an obvious technological progression using known materials and signal processing techniques
Source Patent Element
Transducer array with multiple return planes and thermal management components
PTD Variation
3D-printed interchangeable thermal management modules with customizable performance characteristics
Obviousness Reasoning
A PHOSITA would recognize that modular design approaches enable systematic performance optimization through predictable engineering iterations
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857364 and the disclosed technical variations, a person having ordinary skill in the art would find the proposed ultrasound imaging system modifications obvious and lacking inventive step. The combination of known thermal management techniques, AI-driven feedback, and advanced manufacturing methods represents a predictable evolution of existing ultrasound probe technologies, thereby rendering potential patent claims obvious under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,364
TitleUltrasound probe
Assignee(s)FUJIFILM Sonosite, Inc.