Next-Generation Non-Invasive Flow Monitoring System

A wearable, multi-spectral, and machine learning-based system for non-invasive flow monitoring, enabling real-time tracking of fluid flow properties in subsurface vasculature with unprecedented accuracy and convenience.

The original non-invasive flow monitoring patent, while innovative, has limitations in terms of sensor sensitivity, data processing, and user convenience. The next-generation system addresses these limitations by incorporating advanced multi-spectral sensing, machine learning-based processing, and wearable design, enabling more accurate and convenient flow monitoring in various applications.

The next-generation non-invasive flow monitoring system comprises a laser-based illumination source emitting a beam of coherent, monochromatic light, a multi-spectral sensor array detecting patterns of constructive and destructive interference in light emitted from a portion of subsurface vasculature, and a machine learning-based processing unit analyzing the detected interference pattern to determine a flow property of fluid in the portion of subsurface vasculature. The system can be integrated into a wearable device, allowing for real-time tracking of fluid flow properties in various environments. The machine learning-based processing unit enables more accurate and efficient analysis of the interference patterns, while the multi-spectral sensor array provides enhanced sensitivity and specificity.

The new claims introduce a paradigm shift in non-invasive flow monitoring by combining advanced multi-spectral sensing, machine learning-based processing, and wearable design, which is not anticipated by the original patent. The inventive step lies in the integration of these components to achieve unprecedented accuracy, convenience, and versatility in flow monitoring.

Alternative embodiments of the inventive concept could include variations in sensor design, illumination sources, and processing algorithms. For example, the system could be adapted for use in different environments, such as in-hospital or at-home monitoring, or integrated with other sensing modalities, such as electrocardiography or photoplethysmography.

The next-generation non-invasive flow monitoring system has significant commercial potential in various industries, including healthcare, sports medicine, and biomedical research. The system's wearable design and real-time tracking capabilities make it an attractive solution for monitoring fluid flow properties in various applications, such as athletic performance tracking, cardiovascular disease management, and wound healing monitoring.