Neuro-Optimized Shock Wave Generator for Enhanced Therapeutic Effect

Publication ID: 24-11857212_0010_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Neuro-Optimized Shock Wave Generator for Enhanced Therapeutic Effect,” Published Technical Disclosure No. 24-11857212_0010_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857212_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. 11,857,212.

Summary of the Inventive Concept

A next-generation shock wave generator that leverages AI-driven pulse control and real-time feedback to optimize therapeutic outcomes, offering unparalleled precision and adaptability in shock wave therapy.

Background and Problem Solved

The original patent disclosed an apparatus for generating therapeutic shock waves with improved electrode lifetime. However, the existing technology lacks the ability to dynamically adjust shock wave frequency and amplitude in response to real-time feedback, limiting its therapeutic potential. The new inventive concept addresses this limitation by integrating neural network-based control modules and machine learning algorithms to optimize shock wave treatment.

Detailed Description of the Inventive Concept

The neuro-optimized shock wave generator comprises a housing defining a chamber and a shockwave outlet, a liquid disposed in the chamber, a plurality of electrodes configured to define one or more spark gaps, and a pulse generation system. The pulse generation system is configured to apply voltage pulses to the electrodes at a rate of between 10 Hz and 10 MHz and includes a neural network-based control module for optimizing shock wave frequency and amplitude based on real-time feedback from sensors monitoring the shock wave's therapeutic effect. The system's modular design enables easy upgrade or replacement of components with advanced technologies. The inventive concept also encompasses a method for generating therapeutic shock waves, which involves filling a chamber with a liquid, disposing electrodes to define spark gaps, applying voltage pulses, and using a machine learning algorithm to predict and adjust the shock wave frequency and amplitude based on historical data of the shock wave's therapeutic effect.

Novelty and Inventive Step

The new inventive concept introduces the use of neural network-based control modules and machine learning algorithms to optimize shock wave frequency and amplitude in real-time, providing a paradigm shift in shock wave therapy. This innovation enables the system to adapt to individual patient needs and optimize therapeutic outcomes, making it a significant advancement over the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept may include the use of different types of sensors, such as pressure sensors or accelerometers, to monitor the shock wave's therapeutic effect. Variations of the system could also incorporate additional components, such as cooling systems or advanced materials, to further enhance its performance and versatility.

Potential Commercial Applications and Market

The neuro-optimized shock wave generator has vast commercial potential in the medical device industry, particularly in the fields of orthopedics, physiotherapy, and sports medicine. The system's ability to optimize therapeutic outcomes and adapt to individual patient needs makes it an attractive solution for healthcare providers and patients alike, with a projected market size of over $1 billion in the next five years.

CPC Classifications

SectionClassGroup
A A61 A61B17/225
A A61 A61B17/22004
A A61 A61B2017/22025
A A61 A61B2017/22027
A A61 A61H23/008
A A61 A61N7/00

Field of Art

Medical device technology focused on electrohydraulic shock wave generation for therapeutic applications, specifically involving pulse generation systems, electrode configurations, and medical treatment apparatus

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or medical device designer with expertise in electro-medical technologies, advanced pulse generation systems, and therapeutic shock wave generation techniques, holding at least a master's degree with 3-5 years of specialized experience

Obviousness Rationale

A person having ordinary skill would recognize that integrating machine learning and adaptive control systems into existing shock wave generator architectures represents a predictable technological evolution. The fundamental shock wave generation mechanism remains substantially unchanged from the source patent, with the primary innovation being the addition of intelligent feedback and optimization algorithms. These algorithmic enhancements are consistent with contemporary trends in medical device technology toward more responsive and personalized treatment approaches.

Obvious Combinations & Variations

Source Patent Element
Electrohydraulic shock wave generator with defined chamber and electrode configuration
PTD Variation
Adding neural network-based control module for real-time frequency and amplitude optimization
Obviousness Reasoning
Applying machine learning to medical device control is a known technique in the art, representing a predictable application of contemporary AI technologies to existing therapeutic apparatus
Source Patent Element
Pulse generation system with voltage pulse application
PTD Variation
Expanding pulse frequency range to 10 Hz to 10 MHz with adaptive feedback mechanisms
Obviousness Reasoning
Modifying operational parameters of established shock wave generators is a standard design optimization approach, with the proposed frequency range representing a logical extension of existing technological capabilities
Source Patent Element
Liquid-filled chamber with spark gap electrodes
PTD Variation
Implementing modular design allowing component upgrades and technological integration
Obviousness Reasoning
Designing medical devices with modular architectures is a common engineering practice that enables incremental technological improvements and facilitates future adaptations
Source Patent Element
Therapeutic shock wave generation apparatus
PTD Variation
Incorporating sensor-based real-time feedback loop for treatment optimization
Obviousness Reasoning
Integrating physiological monitoring and adaptive response mechanisms is a foreseeable advancement in medical device technology, representing an incremental improvement over existing shock wave generation techniques
35 U.S.C. § 103 Summary: Based on a comprehensive analysis of US Patent 11857212 and the present technical disclosure, a person having ordinary skill in the art would find the claimed variations obvious and lacking inventive step. The proposed modifications represent predictable technological extensions utilizing known techniques in machine learning, sensor integration, and medical device control, thereby rendering the claimed subject matter obvious under 35 U.S.C. ยง 103.

Original Patent Information

Patent NumberUS 11,857,212
TitleRapid pulse electrohydraulic (EH) shockwave generator apparatus with improved electrode lifetime
Assignee(s)Solutia Inc.