Intelligent Medical Device Management with Real-Time Analytics

Publication ID: 24-11857755_0006_PTD
Published: November 07, 2025
Category:Direct Improvements & Enhancements

Legal Citation

pr1or.art Inc., “Intelligent Medical Device Management with Real-Time Analytics,” Published Technical Disclosure No. 24-11857755_0006_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857755_0006_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. 11,857,755.

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

SectionClassGroup
A A61 A61M5/142
G G16 G16H20/17
G G16 G16H40/20
G G16 G16H40/67
A A61 A61M2205/3561
A A61 A61M2205/6009

Original Patent Information

Patent NumberUS 11,857,755
TitleMedical device management using associations
Assignee(s)Fresenius Kabi USA, LLC