Next-Generation Patient Monitor with Real-Time Quality Control and Predictive Maintenance

Publication ID: 24-11857315_0005_PTD
Published: November 07, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Patient Monitor with Real-Time Quality Control and Predictive Maintenance,” Published Technical Disclosure No. 24-11857315_0005_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857315_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. 11,857,315.

Summary of the Inventive Concept

A revolutionary patient monitoring system that integrates AI-driven authentication, predictive maintenance, and decentralized quality control to ensure seamless and reliable monitoring of patient vital signs.

Background and Problem Solved

The original patent disclosed a patient monitor capable of monitoring the quality of attached probes and accessories. However, the limitations of this approach include the reliance on static authentication codes and the lack of real-time monitoring and analytics. The new inventive concept addresses these limitations by introducing a neural network-based authentication module, cloud-based quality control dashboard, and predictive maintenance capabilities.

Detailed Description of the Inventive Concept

The next-generation patient monitor comprises a neural network-based authentication module that learns patterns of authorized accessories and detects anomalies in real-time. This module is integrated with a cloud-based quality control dashboard that provides remote monitoring and analytics capabilities. Additionally, the system includes predictive maintenance capabilities that analyze sensor data and accessory quality control information to anticipate potential failures and generate proactive alerts and recommendations for replacement or repair. The wearable patient monitor variant features a miniaturized authentication module that wirelessly communicates with the cloud-based quality control server, and a personalized health analytics platform for patients and caregivers.

Novelty and Inventive Step

The new inventive concept introduces a paradigm shift in patient monitoring by integrating AI-driven authentication, decentralized quality control, and predictive maintenance. The neural network-based authentication module and cloud-based quality control dashboard provide real-time monitoring and analytics capabilities that are not present in the original patent. The predictive maintenance capabilities and wearable patient monitor variant further expand the scope of the inventive concept.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of blockchain-based quality control ledgers, machine learning-based anomaly detection modules, or virtual assistants for providing personalized support and recommendations to caregivers. Variations of the wearable patient monitor could include different form factors, such as wrist-mounted or implantable devices.

Potential Commercial Applications and Market

The next-generation patient monitor has significant commercial potential in the healthcare industry, particularly in hospitals, clinics, and home care settings. The predictive maintenance capabilities and real-time quality control features can reduce equipment downtime and improve patient outcomes, resulting in cost savings and improved patient satisfaction.

Original Patent Information

Patent NumberUS 11,857,315
TitlePatient monitor capable of monitoring the quality of attached probes and accessories
Assignee(s)MASIMO CORPORATION