Next-Generation Electrochemical Impedance Spectroscopy for Cardiovascular Event Prediction

Publication ID: 24-11857318_0010_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Electrochemical Impedance Spectroscopy for Cardiovascular Event Prediction,” Published Technical Disclosure No. 24-11857318_0010_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857318_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. 11,857,318.

Summary of the Inventive Concept

A bioelectronic system leveraging electrochemical impedance spectroscopy (EIS) for predicting cardiovascular events, enabling early intervention and personalized treatment.

Background and Problem Solved

The original patent disclosed an electrochemical impedance spectroscopy device for detecting atherosclerotic lesions. However, it had limitations in predicting cardiovascular events. The new inventive concept addresses this limitation by integrating EIS with advanced analytics, imaging modalities, and wearable devices to provide a more comprehensive and proactive approach to cardiovascular health monitoring.

Detailed Description of the Inventive Concept

The next-generation EIS system comprises implantable devices, wearable sensors, and computer-aided diagnosis tools. These components work together to measure EIS signals, detect high-risk plaques, and provide personalized treatment recommendations. The system can be further augmented with hybrid imaging modalities, such as photoacoustic imaging, to visualize lesions in real-time. Additionally, nanotechnology-based EIS sensors can be used for in vivo detection of biomarkers associated with atherosclerosis, enabling early warning of cardiovascular events.

Novelty and Inventive Step

The new claims introduce a paradigm shift in cardiovascular health monitoring by integrating EIS with advanced analytics, imaging modalities, and wearable devices. This integration enables the prediction of cardiovascular events, which is a significant departure from the original patent's focus on lesion detection.

Alternative Embodiments and Variations

Alternative embodiments may include using different types of sensors, such as optical or acoustic sensors, to measure EIS signals. Additionally, the system could be adapted for use in other medical applications, such as cancer diagnosis or neurological disorder monitoring.

Potential Commercial Applications and Market

The next-generation EIS system has significant commercial potential in the cardiovascular health monitoring market, which is projected to grow substantially in the coming years. The system's ability to predict cardiovascular events and provide personalized treatment recommendations makes it an attractive solution for healthcare providers, patients, and payers.

Field of Art

Biomedical engineering, specifically cardiovascular diagnostic technologies involving impedance-based sensing and imaging techniques

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer or medical device researcher with expertise in electrochemical sensing, signal processing, and cardiovascular diagnostic technologies, holding advanced degrees in bioengineering or medical physics

Obviousness Rationale

A PHOSITA would recognize that the published technical disclosure represents a natural progression of the source patent's core technology by extending electrical impedance sensing from localized tissue detection to comprehensive cardiovascular event prediction. The integration of machine learning, wireless transmission, and multi-modal imaging represents predictable technological advancements in medical diagnostic systems. The variations demonstrate standard engineering approaches to enhancing diagnostic capabilities through computational analysis and sensor miniaturization.

Obvious Combinations & Variations

Source Patent Element
Catheter-based tissue sensing device with electrical impedance measurement capabilities
PTD Variation
Wireless implantable device transmitting EIS signals to remote server for machine learning analysis
Obviousness Reasoning
Wireless data transmission and machine learning are known techniques in medical device engineering, representing a predictable technological extension of existing sensing methodologies
Source Patent Element
Electrical impedance measurement within biological tissue
PTD Variation
Hybrid imaging combining EIS with photoacoustic imaging for real-time lesion visualization
Obviousness Reasoning
Multimodal imaging techniques are standard in medical diagnostics, and combining complementary sensing modalities would be an obvious approach for enhanced diagnostic accuracy
Source Patent Element
Catheter-based electrical impedance sensing
PTD Variation
Wearable patch-like sensor array for non-invasive cardiovascular monitoring
Obviousness Reasoning
Miniaturization and non-invasive sensing are well-established trends in medical device design, representing a predictable technological evolution
Source Patent Element
Tissue electrical impedance measurement
PTD Variation
Nanotechnology-based sensors for targeted biomarker detection
Obviousness Reasoning
Nanoscale sensing technologies are a known approach for enhancing specificity and sensitivity in biological detection systems
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857318 and the published technical disclosure, a person having ordinary skill in the art would find the claimed cardiovascular monitoring innovations obvious, as they represent predictable technological extensions utilizing standard engineering techniques in medical device design and signal processing. The disclosed variations demonstrate routine combinations of known methods for enhancing diagnostic capabilities through computational analysis, multimodal sensing, and miniaturized sensor technologies.

Original Patent Information

Patent NumberUS 11,857,318
TitleElectrochemical impedance spectroscopy
Assignee(s)The Regents of the University of California