What You Should Know:
– NVIDIA announced the launch of a cloud service for medical imaging AI, designed to streamline and accelerate the development of specialized AI models.
– The NVIDIA MONAI cloud APIs, built on the open-source MONAI project, provide developers and platform providers with a streamlined path to integrate AI into their medical imaging offerings.
Transforming Medical Imaging with AI
Medical imaging is a critical component of healthcare, accounting for approximately 90% of healthcare data. It is used by radiologists and clinicians for screening, diagnosis, and intervention; by biopharma researchers to evaluate clinical trial patient responses to new drugs; and by medical device makers to provide real-time decision support.
The vast amount of data generated by medical imaging creates a significant challenge in developing and deploying AI models. Traditional methods for creating ground-truth data, which is essential for training AI models, can be time-consuming, expensive, and require a high level of expertise.
Accelerating AI Development with NVIDIA MONAI cloud APIs
NVIDIA MONAI cloud APIs address these challenges by providing a cloud-based platform for developing and deploying AI models for medical imaging. The platform includes several features that accelerate AI development, including:
– Interactive annotation powered by the VISTA-3D foundation model: VISTA-3D is a purpose-built AI model that can automatically generate segmentation masks for medical images. This can significantly reduce the time and cost of creating ground-truth data.
– Auto3DSeg: Auto3DSeg is an AI model that automates hyperparameter tuning and AI model selection for 3D segmentation tasks. This can simplify the model development process and make it more accessible to non-experts.
Industry Partners Embrace NVIDIA MONAI cloud APIs
Several leading medical imaging solution providers and machine learning platforms are already using NVIDIA MONAI cloud APIs to bring AI-powered solutions to market. These partners include Flywheel, RedBrick AI, Radical Imaging, V7 Labs, Centaur Labs, Dataiku, ClearML, and Weight & Biases.
Revolutionizing Medical Imaging with AI
The launch of NVIDIA MONAI cloud APIs is a significant step forward in the development of AI for medical imaging. By providing a cloud-based platform for developing and deploying AI models, NVIDIA is making it easier and more accessible for developers to create AI-powered solutions that can improve patient care.
Early Access Available Now
The NVIDIA MONAI cloud APIs are available in early access through the NVIDIA DGX Cloud AI supercomputing service. Interested developers and platform providers can sign up for early access today.
