Integrative Cardiac Strain Analysis Systems with Advanced Technologies

The inventive concept integrates deep learning-based phase unwrapping for dense MRI with distinct technologies such as AI, IoT, blockchain, and new materials to create a more powerful system for cardiac strain analysis, offering enhanced accuracy, security, and real-time monitoring capabilities.

The original patent addressed the challenge of myocardial strain imaging, which is sensitive and prognostic for heart disease assessment. However, the original patent's method had limitations in terms of data security, real-time monitoring, and integration with other technologies. The new inventive concept addresses these limitations by integrating the patented deep learning-based phase unwrapping with advanced technologies, enabling a more comprehensive and powerful system for cardiac strain analysis.

The inventive concept comprises a deep learning-based phase unwrapping module integrated with one or more of the following advanced technologies: AI-powered analytics platforms, IoT-enabled sensor networks, blockchain-based data encryption and secure sharing mechanisms, and new material-based wearable devices. The system enables real-time monitoring of cardiac health, secure data sharing, and enhanced strain analysis capabilities. The AI-powered analytics platform can analyze data from various sources, including wearable devices and IoT-enabled sensors, to provide a more comprehensive understanding of cardiac health. The blockchain-based data encryption and secure sharing mechanism ensures the secure storage and transmission of sensitive medical data. The new material-based wearable devices enable real-time monitoring of cardiac health, providing early detection of potential heart problems.

The new claims introduce a synergistic combination of distinct technologies, which provides a novel and non-obvious solution for cardiac strain analysis. The integration of deep learning-based phase unwrapping with AI, IoT, blockchain, and new materials enables a more powerful and comprehensive system that addresses the limitations of the original patent.

Alternative embodiments of the inventive concept may include varying the type of AI algorithm used, the specific IoT-enabled sensors employed, the blockchain architecture utilized, or the new materials incorporated into the wearable devices. Additionally, the system could be adapted for use in other medical imaging modalities or applications beyond cardiac strain analysis.

The inventive concept has significant commercial potential in the medical imaging and healthcare industries, particularly in the areas of cardiac disease diagnosis and treatment. The system's ability to provide enhanced accuracy, security, and real-time monitoring capabilities makes it an attractive solution for hospitals, research institutions, and medical device manufacturers.