Build Medical AI applications with MONAI. Developers, researchers, and data scientists are building applications including:

Project MONAI is a domain-optimized, PyTorch-based open source framework to aid researchers developing AI in healthcare.

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Access frameworks, applications, and AI models in genomics, proteomics, microscopy, virtual screening, computational chemistry, visualization, clinical imaging, and natural language processing.

NVIDIA Clara™for Drug Discovery enables GPU-accelerated computational drug discovery with a growing collection of frameworks, applications, and AI models that can be applied across the drug discovery process.

NVIDIA BioNeMo Service is a cloud service for generative AI in drug discovery, offering tools to quickly customize and deploy domain-specific, state-of-the-art biomolecular models at-scale through cloud APIs.
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Harness accelerated applications for somatic, germline, and structural variant workflows to streamline whole genome, exome, RNA, and cancer sequencing.

NVIDIA Parabricks provides GPU-accelerated versions of tools used every day by computational biologists and bioinformaticians - enabling significantly faster runtimes, workflow scalability, and lower compute costs. Download Parabricks for Free.

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CUCIM is an extensible toolkit that provides GPU-accelerated I/O, computer vision, and image processing primitives for N-Dimensional images.

NVIDIA DeepStream SDK enables the rapid development and deployment of Vision AI applications and services with a multi-platform scalable, encrypted security solution that can be deployed anywhere.

The nvJPEG library provides low-latency decoding, encoding, and transcoding for common JPEG formats used in computer vision applications, such as image classification, object detection, and image segmentation.

GROMACS is a molecular dynamics application designed to simulate Newtonian equations of motion for systems with hundreds to millions of particles.

Large-Scale Atomic/Molecular Massively Parallel Simulator (LAMMPS) is a software application designed for molecular dynamics simulations.

Nanoscale Molecular Dynamics (NAMD) is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems.

The NVIDIA Isaac SDK™ is a toolkit that includes building blocks and tools that accelerate robot developments that require the increased perception and navigation features enabled by AI.

NVIDIA Omniverse™ is an extensible, open platform built for virtual collaboration and real-time physically accurate simulation

NVIDIA NeMo™ is an open source framework for developers to build and train state-of-the-art conversational AI models.

NVIDIA® Riva is a GPU-accelerated SDK for building speech AI applications that are customized for healthcare use cases and deliver real-time performance.

BioMegatron is a state-of-the-art biomedical language model pre-trained on billions of words of PubMed abstracts and full text documents with its own custom biomedical vocabulary. Similarly, Gatortron is a state-of-the-art Megatron model pre-trained on de-identified clinical notes at the University of Florida Health System and includes a large clinical domain vocabulary.

NVIDIA GRID™ Virtual PC (GRID vPC) and Virtual Apps (GRID vApps) are virtualization solutions that deliver a user experience that’s nearly indistinguishable from a native PC. With server-side graphics and comprehensive management and monitoring capabilities, GRID future-proofs the virtual desktop infrastructure (VDI) environment.

NVIDIA virtual GPU (vGPU) technology uses the power of NVIDIA GPUs and NVIDIA virtual GPU software products to offer a consistent user experience for every virtual workflow.

With workloads becoming increasingly compute-intensive, and a constantly growing need for mobility and collaboration, more workloads are being migrated to the cloud. Cloud-based workstations, paired with traditional on-premises infrastructure, give an enterprise the flexibility and business agility to stay competitive.