Intelligent Peritoneal Dialysis System with Synergistic Combinations
Legal Citation
Summary of the Inventive Concept
The present invention relates to a peritoneal dialysis system that integrates machine learning, IoT, blockchain, nanomaterials, and AI-powered components to create a more efficient, adaptive, and patient-centric treatment experience.
Background and Problem Solved
The original peritoneal dialysis system patent addressed the need for a portable and organized treatment setup. However, it lacked the capability to adapt to individual patient needs, predict optimal treatment settings, and ensure real-time data analytics and security. The present invention solves these limitations by incorporating synergistic combinations of distinct technologies.
Detailed Description of the Inventive Concept
The intelligent peritoneal dialysis system comprises a machine learning module that predicts optimal treatment settings, an IoT-enabled organization system that adapts to patient needs, a blockchain-secured data analytics platform that tracks patient outcomes, a nanomaterial-based sensor that monitors treatment efficacy, and an AI-powered organization system that adjusts treatment settings accordingly. The system also integrates a wearable device that tracks patient vital signs and transmits data to the organization system. Additionally, the system includes AI-powered video analytics for remote monitoring of treatment complications.
Novelty and Inventive Step
The novelty of the present invention lies in the synergistic combination of machine learning, IoT, blockchain, nanomaterials, and AI-powered components, which provides a more efficient, adaptive, and patient-centric treatment experience. The inventive step is the integration of these distinct technologies to create a cohesive system that addresses the limitations of the original patent.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include the use of different AI algorithms, varying IoT protocols, or alternative nanomaterials for the sensor. Additionally, the system could be adapted for use in different treatment settings, such as clinics or hospitals.
Potential Commercial Applications and Market
The intelligent peritoneal dialysis system has significant commercial potential in the healthcare industry, particularly in the areas of home dialysis, telemedicine, and personalized medicine. The system's ability to adapt to individual patient needs and provide real-time data analytics makes it an attractive solution for healthcare providers and patients alike.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61J1/16 |
| A | A61 | A61M1/28 |
| A | A61 | A61M2209/06 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Medical Device Technology, specifically Peritoneal Dialysis Systems and Patient Care Monitoring Technologies, encompassing medical equipment design, patient treatment optimization, and integrated healthcare technologies
Person of Ordinary Skill (PHOSITA) Profile
A biomedical engineer or medical device technologist with expertise in dialysis systems, IoT healthcare technologies, data analytics, and patient monitoring solutions, holding advanced degrees in biomedical engineering or related fields with 3-5 years of industry experience
Obviousness Rationale
A PHOSITA would recognize that the PTD's integration of machine learning, IoT, and AI technologies represents a predictable extension of existing peritoneal dialysis system design principles. The core functional elements of the source patent's dialysis system provide a natural framework for incorporating advanced monitoring and adaptive technologies. The technical variations represent incremental improvements using well-established technological approaches in medical device engineering.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,494 |
|---|---|
| Title | Peritoneal dialysis system |
| Assignee(s) | Fresenius Medical Care Deutschland GmbH |