Synergistic Physiological Sensor Systems for Enhanced Health Management

Publication ID: 24-11857297_0008_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Synergistic Physiological Sensor Systems for Enhanced Health Management,” Published Technical Disclosure No. 24-11857297_0008_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857297_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. 11,857,297.

Summary of the Inventive Concept

This inventive concept integrates patented constant-pressure physiological sensors with distinct technologies like AI, IoT, blockchain, and novel materials to create a more powerful system for managing chronic health conditions.

Background and Problem Solved

The original patent addressed the need for constant pressure of a physiological sensor against a subject, but it had limitations in terms of data analysis, security, and adaptability. The new inventive concept overcomes these limitations by incorporating advanced technologies to provide real-time feedback, ensure data integrity, and adapt to individual skin types.

Detailed Description of the Inventive Concept

The synergistic system comprises a wearable device with an integrated AI module that adjusts sensor pressure based on machine learning algorithms and real-time physiological data. It also includes an IoT-enabled data analytics platform that provides real-time feedback to the sensor for adaptive pressure adjustment. Additionally, the system features a blockchain-secured physiological sensor that ensures data integrity and a novel material-based elastic coupling member that maintains constant pressure against the subject's skin. This integration enables personalized health management, accurate physiological measurements, and optimized data analysis.

Novelty and Inventive Step

The new inventive concept's novelty lies in the synergistic combination of distinct technologies to create a more powerful system for managing chronic health conditions. The inventive step is the integration of AI, IoT, blockchain, and novel materials with the patented constant-pressure physiological sensor, which provides a unique solution for real-time feedback, data integrity, and adaptability.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include varying the type of AI module, IoT platform, or blockchain technology used. Additionally, the system could be adapted for use in different chronic health conditions or integrated with other wearable devices or sensors.

Potential Commercial Applications and Market

The synergistic physiological sensor system has significant commercial potential in the healthcare industry, particularly in the management of chronic health conditions. Target industries include wearable technology, healthcare analytics, and pharmaceutical companies.

Field of Art

Biomedical engineering, wearable physiological monitoring devices, with expertise in sensor integration, adaptive pressure mechanisms, and health monitoring technologies

Person of Ordinary Skill (PHOSITA) Profile

A biomedical engineer with advanced degree, experience in medical device design, familiarity with sensor technologies, machine learning applications in healthcare, and understanding of adaptive sensor systems

Obviousness Rationale

A person of ordinary skill would recognize that integrating AI, IoT, and blockchain technologies with the existing constant-pressure physiological sensor represents predictable combinations of known techniques in medical monitoring systems. The source patent's core innovation of maintaining consistent sensor pressure provides a natural foundation for extending functionality through intelligent data processing and adaptive technologies. These variations represent logical technological progressions that would be apparent to a skilled practitioner seeking to enhance physiological monitoring capabilities.

Obvious Combinations & Variations

Source Patent Element
Wearable band with elastic coupling member maintaining constant sensor pressure against subject's skin
PTD Variation
Adding AI module to dynamically adjust sensor pressure based on machine learning algorithms and real-time physiological data
Obviousness Reasoning
Predictable application of machine learning to existing sensor pressure control mechanism, representing an obvious enhancement to improve measurement accuracy and user comfort
Source Patent Element
Physiological sensor module capable of taking multiple measurements
PTD Variation
Integrating IoT-enabled data analytics platform providing real-time feedback for adaptive sensor configuration
Obviousness Reasoning
Known technique of using networked sensor systems to enhance data collection and processing, representing a straightforward technological extension
Source Patent Element
Sensor system for monitoring physiological states
PTD Variation
Implementing blockchain-secured data storage to ensure measurement integrity and privacy
Obviousness Reasoning
Applying standard data security technologies to medical monitoring systems, representing a design choice with predictable results in protecting sensitive health information
Source Patent Element
Elastic coupling member maintaining consistent sensor contact
PTD Variation
Utilizing novel material compositions that adapt to individual skin types and environmental conditions
Obviousness Reasoning
Routine materials engineering approach to improving sensor-skin interface, representing an obvious optimization of existing design principles
Source Patent Element
Physiological measurement device for chronic health condition monitoring
PTD Variation
Creating personalized health management system with integrated AI-powered recommendation engine
Obviousness Reasoning
Predictable application of machine learning to health monitoring technologies, representing a logical progression in patient-centered medical device design
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857297 and the published technical disclosure, a person having ordinary skill in the art would find the claimed variations obvious, as they represent predictable combinations of known technologies in physiological monitoring systems. The disclosed synergistic approach of integrating AI, IoT, blockchain, and adaptive materials with constant-pressure sensor technologies would be considered an obvious extension of the prior art, rendering subsequent claims covering similar technical implementations unpatentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,297
TitleSystems, apparatuses, and methods for ensuring constant pressure of a physiological sensor against a subject
Assignee(s)Tula Health Inc