Synergistic Analyte Concentration Alert System
Legal Citation
Summary of the Inventive Concept
A novel system integrating an analyte sensor with AI, IoT, blockchain, and new materials to provide accurate and personalized analyte concentration alerts, enhancing user safety and experience.
Background and Problem Solved
The original patent's analyte concentration alert function for an analyte sensor system has limitations in terms of accuracy and personalization. The new inventive concept addresses these limitations by leveraging synergistic combinations of distinct technologies to create a more powerful and efficient system.
Detailed Description of the Inventive Concept
The new system combines an analyte sensor with an AI-powered activity tracker, IoT-enabled wearable devices, blockchain-secured data transmission, and new material-based wearable devices. The AI algorithm uses acceleration data and machine learning to predict analyte concentrations and generate alerts. The IoT-enabled wearable devices optimize data transmission, while the blockchain-based data management platform ensures secure storage and sharing of analyte data. The new material-based wearable devices provide improved comfort and accuracy. The system generates personalized analyte concentration alerts by utilizing machine learning to detect patterns in acceleration data and adjust alerts accordingly.
Novelty and Inventive Step
The new claims introduce a synergistic combination of AI, IoT, blockchain, and new materials, which is not obvious from the original patent. The integration of these technologies provides a novel and non-obvious solution for accurate and personalized analyte concentration alerts.
Alternative Embodiments and Variations
Alternative embodiments may include integrating the analyte sensor with other AI-powered systems, such as voice assistants or virtual reality platforms. Variations may include using different types of sensors, such as optical or electrochemical sensors, or incorporating additional health metrics, such as heart rate or blood pressure.
Potential Commercial Applications and Market
The Synergistic Analyte Concentration Alert System has significant commercial potential in the healthcare industry, particularly for diabetes management and wearable device manufacturers. The system's accuracy and personalization capabilities make it an attractive solution for users seeking reliable and efficient analyte concentration alerts.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61B5/746 |
| A | A61 | A61B5/0002 |
| A | A61 | A61B5/0004 |
| A | A61 | A61B5/01 |
| A | A61 | A61B5/1112 |
| A | A61 | A61B5/1118 |
| A | A61 | A61B5/145 |
| A | A61 | A61B5/1459 |
| A | A61 | A61B5/14532 |
| A | A61 | A61B5/7282 |
| A | A61 | A61B5/742 |
| A | A61 | A61B5/7405 |
| A | A61 | A61B5/7455 |
| A | A61 | A61B5/0533 |
| A | A61 | A61B5/14503 |
| A | A61 | A61B5/6898 |
| A | A61 | A61B5/7203 |
| A | A61 | A61B2562/0219 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Medical device technology, specifically wearable analyte monitoring systems with sensor and activity tracking capabilities, encompassing biomedical engineering, sensor design, and digital health technologies
Person of Ordinary Skill (PHOSITA) Profile
A biomedical engineer or medical device designer with expertise in sensor systems, machine learning, wearable technologies, and data processing algorithms, holding advanced degrees and 3-5 years of industry experience
Obviousness Rationale
A PHOSITA would recognize that integrating AI, machine learning, and blockchain technologies with existing analyte sensor systems represents a predictable evolution of medical monitoring technologies. The source patent's foundational work on combining acceleration data with analyte sensing provides a clear technical framework for further technological enhancements. The PTD's variations represent incremental improvements using known techniques in machine learning, IoT, and data management that would be obvious to implement given the existing technological landscape.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,350 |
|---|---|
| Title | Analyte concentration alert function for analyte sensor system |
| Assignee(s) | Senseonics, Incorporated |