Introduction to NVIDIA Clara: Hardware and Software Platforms for Healthcare
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What is NVIDIA Clara?
NVIDIA Clara is a platform of AI applications and accelerated frameworks for healthcare developers, researchers, and medical device makers. It is designed to help these stakeholders create AI solutions that can improve healthcare delivery and accelerate drug discovery.
Clara includes a range of domain-specific tools, AI pre-trained models, and accelerated applications, which are enabling AI breakthroughs in fields such as genomics, natural language processing (NLP), imaging, medical devices, drug discovery, and smart hospitals.
The Clara platform is built on NVIDIA’s GPUs and AI accelerator cards, providing the performance and capabilities needed to support advanced research and development in these fields. NVIDIA Clara is designed to be a comprehensive platform for building and deploying AI-powered healthcare solutions.
NVIDIA Clara Software Applications
The NVIDIA Clara platform includes a range of applications and accelerated frameworks designed to support the development and deployment of AI-powered healthcare solutions. Some examples of the types of applications that are available on the Clara platform include:
- Project MONAI: a domain-optimized, PyTorch-based open source framework to aid researchers developing AI in healthcare. Getting Started AI in Healthcare with MONAI.
- NVIDIA Clara Holoscan SDK: a healthcare-specific acceleration library that includes pre-trained AI models and reference applications for computational medical devices
- NVIDIA Clara Guardian: a tool that simplifies the development and deployment of smart sensors with a range of pre-trained models, reference applications, and fleet management solutions
- NVIDIA Clara Discovery: a GPU-accelerated platform for computational drug discovery, with a collection of frameworks, applications, and AI models that can be applied across the drug discovery process
- NVIDIA Clara Parabricks: a GPU-accelerated platform for computational biology and bioinformatics, providing GPU-accelerated versions of tools commonly used by computational biologists and bioinformaticians
- BioNeMo: an application framework and cloud service for training and deploying large biomolecular transformer AI models at supercomputing scale, with pre-trained large language models tailored to the language of proteins, DNA, and SMILES.
NVIDIA Clara Hardware Solutions
The NVIDIA Clara Holoscan platform is a domain-specific AI computing platform that delivers the full-stack infrastructure needed for scalable, software-defined, real-time processing of streaming data at the edge. This allows developers to build AI-powered medical devices and deploy them directly into clinical settings, using simulation and digital twin technology to improve surgical efficiency and reduce patient time in the operating room.
The NVIDIA Clara AGX Developer Kit is another hardware solution in the NVIDIA Clara platform, providing real-time AI and imaging capabilities for medical devices. It combines the efficient Jetson AGX Xavier embedded ARM SoM (System on Module), the powerful RTX 6000 GPU, and the 100 GbE connectivity of the ConnectX-6 SmartNIC to create a flexible and easy-to-use platform for developing software-defined, AI-enabled, real-time point of care medical devices.
The NVIDIA IGX platform is a scalable computing platform that can be embedded directly into a medical device or attached as a sidecar for clinical edge computing. It includes the IGX developer kit, which allows medical device developers to build, verify, and validate AI applications for medical device use. The flagship solution, NVIDIA IGX Orin, is designed to deliver ultra-fast performance in the size and power envelope needed for the edge, with a focus on safety and security.
Conclusion
The NVIDIA Clara platform is a comprehensive ecosystem of software and hardware solutions for developing and deploying AI-powered healthcare solutions. It includes a range of hardware acceleration libraries and frameworks that are optimized for NVIDIA GPUs and AI accelerator cards, providing the performance and capabilities needed to support advanced AI-powered healthcare applications.
NVIDIA offers a range of hardware solutions for healthcare applications, including the NVIDIA Clara AGX developer kit, which combines efficient embedded ARM systems, powerful GPUs, and high-speed networking to enable the development of AI-powered medical devices. The NVIDIA IGX platform is specifically designed for industrial and medical environments, delivering high performance, advanced functional safety, and security for edge AI applications.
The NVIDIA Clara Holoscan platform combines hardware systems, optimization libraries, and microservices to support the development and deployment of AI-powered medical devices. These hardware solutions provide the performance, functional safety, and security needed to support advanced AI-powered healthcare applications.