Next-Generation Point-of-Care Diagnostics Ecosystem

Publication ID: 24-11857169_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Point-of-Care Diagnostics Ecosystem,” Published Technical Disclosure No. 24-11857169_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857169_0005_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. 11,857,169.

Summary of the Inventive Concept

A decentralized, AI-driven, and wearable diagnostic platform that integrates collapsible fluid collection, sample preparation, and machine learning-based analysis for rapid disease diagnosis and surveillance.

Background and Problem Solved

The original patent's collapsible fluid collection system, while innovative, has limitations in terms of scalability, adaptability, and real-time analysis. The new inventive concept addresses these limitations by envisioning a next-generation point-of-care diagnostics ecosystem that leverages AI, wearable technology, and modular design to enable rapid, decentralized, and personalized disease diagnosis and surveillance.

Detailed Description of the Inventive Concept

The new inventive concept comprises a wearable, portable, and self-contained diagnostic module that integrates collapsible fluid collection, sample preparation, and machine learning-based analysis in a single unit. This module can be connected to a cloud-based AI platform for real-time data transmission, pattern recognition, and predictive analytics. The system also includes interchangeable, disease-specific cartridges, enabling rapid adaptation to emerging disease outbreaks and personalized medicine. Additionally, the platform can be powered by a renewable energy source and equipped with a wireless communication module, making it suitable for remote, resource-constrained settings.

Novelty and Inventive Step

The new claims introduce a paradigm shift in point-of-care diagnostics by integrating AI, wearable technology, and modular design, which enables rapid, decentralized, and personalized disease diagnosis and surveillance. The inventive concept's novelty lies in its ability to combine collapsible fluid collection with advanced analytics and real-time data transmission, thereby providing a more comprehensive and proactive approach to disease diagnosis and management.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include variations in the wearable module's design, such as a wristband or a patch, or the use of different materials for the collapsible fluid collection container. Additionally, the system could be adapted for use in different settings, such as hospitals or clinics, or for specific disease applications, such as cancer diagnosis or infectious disease monitoring.

Potential Commercial Applications and Market

The next-generation point-of-care diagnostics ecosystem has significant commercial potential in the healthcare industry, particularly in the areas of infectious disease diagnosis, personalized medicine, and remote healthcare monitoring. The target market includes healthcare providers, research institutions, and biotech companies, with potential applications in emerging markets and resource-constrained settings.

CPC Classifications

SectionClassGroup
A A61 A61B10/007
A A61 A61B5/150755
A A61 A61B10/0051
A A61 A61B5/150343

Original Patent Information

Patent NumberUS 11,857,169
TitleCollapsible fluid collection system for point-of-care diagnostics
Assignee(s)George Mason Research Foundation, Inc.