Revolutionizing Healthcare with AI Integration

Revolutionizing Healthcare with AI Integration

NVIDIA Holoscan and RTI Connext integrate to revolutionize healthcare with real-time AI, enhancing patient outcomes and operational efficiencies.

Jesse Anglen
July 17, 2024

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The integration of NVIDIA Holoscan and RTI Connext is set to revolutionize the healthcare industry by providing real-time AI capabilities for medical devices. This powerful combination enhances patient outcomes and operational efficiencies, addressing the growing demand for real-time insights and autonomous decision-making in healthcare. Leveraging real-time edge AI, the next generation of healthcare promises more precise treatments and improved patient outcomes.


In the future, operating rooms will increasingly incorporate AI-enabled and interconnected devices, providing real-time access to holistic patient data and operative insights. This integration requires software as a medical device (SaMD) to handle large-scale data with stringent performance and latency constraints. Ensuring efficient, reliable, and secure data connectivity between various sensors, displays, controls, and applications is crucial for optimal performance.


NVIDIA Holoscan offers a production-ready framework for building an end-to-end real-time AI sensor processing pipeline. This comprehensive solution addresses edge AI development challenges, ensuring optimal application performance while reducing time to market. Developers can code in Python and C++, making it convenient and efficient.


RTI Connext, based on the Data Distribution Service (DDS) standard, streamlines connectivity across complex and scalable systems. It enables Holoscan applications to integrate with distributed data sources and applications with minimal overhead. This integration ensures the performance, reliability, and security required by healthcare systems, meeting stringent cybersecurity requirements enforced by regulatory agencies like the FDA.


Today's healthcare system relies on numerous legacy systems not originally designed with AI capabilities. The integration of Connext with Holoscan enables developers to transform these legacy installations into AI-enabled and software-defined devices. This transformation is achieved by integrating Holoscan as a sidecar to devices where it is not natively supported.


For instance, many existing medical devices, particularly in medical imaging, are Windows-based and do not natively support Holoscan. By using Holoscan as a sidecar, advanced AI capabilities can be brought into robotic surgery systems running real-time operating systems (RTOS) on non-NVIDIA systems. Additionally, low-end sensory medical devices, such as patient monitoring systems, can be augmented with powerful AI algorithms, overcoming hardware or software limitations.


The integration of NVIDIA Holoscan and RTI Connext offers numerous benefits, including high interoperability, low latency, and distributed connectivity. This integration achieves these benefits with minimal overhead and reduced implementation effort and complexity. It provides real-time information exchange between complex system components, ensuring stringent reliability, cybersecurity, and performance requirements.


Medical systems built on Connext are resilient, self-forming, and self-healing, with no single point of failure. The wide range of quality of service tuning options helps meet the need for real-time video and correlated data in distributed, intelligent surgical systems. Built-in security based on the DDS Security standard provides the foundation for authentication and encryption, as well as security logging and granular access control.


In conclusion, the integration of NVIDIA Holoscan and RTI Connext is set to revolutionize the healthcare industry by providing real-time AI capabilities for medical devices. This powerful combination enhances patient outcomes and operational efficiencies, addressing the growing demand for real-time insights and autonomous decision-making in healthcare. By leveraging real-time edge AI, the next generation of healthcare promises more precise treatments and improved patient outcomes.


Read more blogs from our website: - - Generative AI: Revolutionizing Industries with Ethical Frameworks -


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