Intelligent Medical Device Management with Real-Time Analytics
Legal Citation
Summary of the Inventive Concept
A system for optimizing fluid delivery in medical environments using real-time data analytics, machine learning, and cloud-based infrastructure to improve patient care and reduce errors.
Background and Problem Solved
Conventional infusion pumps and medical device management systems lack real-time analytics and predictive capabilities, leading to inefficiencies, errors, and compromised patient care. The original patent's limitation lies in its reliance on manual input and lack of proactive optimization. This new inventive concept addresses these limitations by introducing advanced analytics and machine learning to optimize fluid delivery and improve patient outcomes.
Detailed Description of the Inventive Concept
The system comprises a data analytics module, a communication interface, and a cloud-based infrastructure. The data analytics module processes medical information from various fluid delivery devices and generates optimized fluid delivery parameters. The communication interface transmits these optimized parameters to the devices, ensuring seamless integration. The cloud-based infrastructure enables secure data storage, processing, and analysis. Additionally, a machine learning module predicts fluid delivery needs based on historical data and real-time inputs, further optimizing the system. A user interface provides caregivers with access to fluid delivery data, enabling informed decision-making.
Novelty and Inventive Step
The new claims introduce the use of real-time data analytics, machine learning, and cloud-based infrastructure to optimize fluid delivery, which is a significant departure from the original patent's manual input-based approach. The inventive step lies in the integration of these advanced technologies to create a proactive, data-driven system that improves patient care and reduces errors.
Alternative Embodiments and Variations
Alternative embodiments may include the use of edge computing, fog computing, or other distributed computing architectures to process medical information. Variations may also include integrating the system with electronic health records, medical billing systems, or other healthcare infrastructure to further enhance its functionality.
Potential Commercial Applications and Market
This inventive concept has significant commercial potential in the healthcare industry, particularly in hospitals, clinics, and other medical facilities. The system can be marketed as a premium solution for optimizing fluid delivery, improving patient care, and reducing costs associated with errors and inefficiencies.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61M5/142 |
| G | G16 | G16H20/17 |
| G | G16 | G16H40/20 |
| G | G16 | G16H40/67 |
| A | A61 | A61M2205/3561 |
| A | A61 | A61M2205/6009 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Medical device management systems, specifically infusion pump networks and healthcare technology integration, involving networked medical devices, data communication, and fluid delivery optimization
Person of Ordinary Skill (PHOSITA) Profile
A biomedical engineer or healthcare technology specialist with expertise in medical device networking, data analytics, embedded systems design, and healthcare information technology, possessing knowledge of medical device communication protocols and cloud-based healthcare solutions
Obviousness Rationale
A person having ordinary skill would recognize that extending the source patent's device association and communication framework with modern data analytics and machine learning techniques represents a predictable technological progression. The fundamental networking and device communication concepts from the source patent provide a clear foundation for integrating advanced data processing and optimization strategies. The PTD's variations leverage well-established technological approaches to enhance the existing medical device management paradigm.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,755 |
|---|---|
| Title | Medical device management using associations |
| Assignee(s) | Fresenius Kabi USA, LLC |