Sony Pixel Power calrec Sony

Medical Imaging AI Made Easier: NVIDIA Offers MONAI as Hosted Cloud Service

26/11/2023

NVIDIA today launched a cloud service for medical imaging AI to further streamline and accelerate the creation of ground-truth data and training of specialized AI models through fully managed, cloud-based application programming interfaces.

NVIDIA MONAI cloud APIs - announced at the annual meeting of RSNA, the Radiological Society of North America, taking place this week in Chicago - provide an expedited path for developers and platform providers to integrate AI into their medical imaging offerings using pretrained foundation models and AI workflows for enterprises. The APIs are built on the open-source MONAI project founded by NVIDIA and King's College London.

Medical imaging is critical across healthcare, making up approximately 90% of healthcare data. It's used by radiologists and clinicians to do screening, diagnosis and intervention, by biopharma researchers to evaluate how clinical trial patients respond to new drugs and by medical device makers to provide real-time decision support.

The scale of work across each of these areas requires a medical imaging-specific AI factory - an enterprise-grade platform that delivers large-scale data management, creates ground-truth annotations, accelerates model development and establishes seamless AI application deployment.

With NVIDIA MONAI cloud APIs, solution providers can more easily integrate AI into their medical imaging platforms, enabling them to provide supercharged tools for radiologists, researchers and clinical trial teams to build domain-specialized AI factories. The APIs are available in early access through the NVIDIA DGX Cloud AI supercomputing service.

The NVIDIA MONAI cloud API is integrated into Flywheel, a leading medical imaging data and AI platform that supports end-to-end workflows for AI development. Developers at medical image annotation companies including RedBrick AI and at machine learning operations (MLOps) platform providers including Dataiku are poised to integrate NVIDIA MONAI cloud APIs into their offerings.

Easy-to-Deploy Annotation and Training for Medical Imaging Building efficient and cost-effective AI solutions requires a robust, domain-specialized development foundation that includes full-stack optimizations for software, scalable multi-node systems and state-of-the-art research. It also requires high-quality ground-truth data - which can be arduous and time-consuming to gather, particularly for 3D medical images that require a high level of expertise to annotate.

NVIDIA MONAI cloud APIs feature interactive annotation powered by the VISTA-3D (Vision Imaging Segmentation and Annotation) foundation model. It's purpose-built for continuous learning, a capability that improves AI model performance based on user feedback and new data.

Trained on a dataset of annotated images from 3D CT scans from more than 4,000 patients, spanning various diseases and parts of the body, VISTA-3D accelerates the creation of 3D segmentation masks for medical image analysis. With continuous learning, the AI model's annotation quality improves over time.

To further accelerate AI training, this release includes APIs that make it seamless to build custom models based on MONAI pretrained models. NVIDIA MONAI cloud APIs also include Auto3DSeg, which automates hyperparameter tuning and AI model selection for a given 3D segmentation task, simplifying the model development process.

NVIDIA researchers recently won four challenges at the MICCAI medical imaging conference using Auto3DSeg. These included AI models to analyze 3D CT scans of the kidneys and heart, brain MRIs and 3D ultrasounds of the heart.

Solutions Providers, Platform Builders Embrace NVIDIA MONAI Cloud APIs Medical imaging solution providers and machine learning platforms are using NVIDIA MONAI cloud APIs to deliver critically valuable AI insights to accelerate their customers' work.

Flywheel has integrated MONAI through NVIDIA AI Enterprise and is now offering NVIDIA MONAI cloud APIs to accelerate medical image curation, labeling analysis and training. The Minneapolis-based company's centralized, cloud-based platform powers biopharma companies, life science organizations, healthcare providers and academic medical centers to identify, curate and train medical imaging data for the development of trustworthy AI.

NVIDIA MONAI cloud APIs lower the cost of building high-quality AI models for radiology, disease research and the evaluation of clinical trial data, said Dan Marcus, chief scientific officer at Flywheel. With the addition of cloud APIs for interactive annotation and automated segmentation, customers of our medical imaging AI platform can accelerate AI model development to more quickly deliver innovative solutions.

Annotation and viewer solution providers, including Redbrick AI, Radical Imaging, V7 Labs and Centaur Labs, will also use NVIDIA MONAI cloud APIs to bring AI-assisted annotation and training capabilities to market faster, without having to host and manage the AI infrastructure on their own.

RedBrick AI is integrating the VISTA-3D model available through NVIDIA MONAI cloud APIs to deliver interactive cloud annotation for its medical device customers that support distributed teams of clinicians.

VISTA-3D allows our clients to rapidly build models across different modalities and conditions, said Shivam Sharma, CEO of RedBrick AI. The foundation model is generalizable, making it easy to fine-tune for various clinical applications with accurate, reliable segmentation results.

To streamline enterprise AI model development, MLOps platform builders including Dataiku, ClearML and Weight & Biases are also investigating the use of NVIDIA MONAI cloud APIs.

Dataiku plans to integrate NVIDIA MONAI cloud APIs to further simplify AI model creation for medical imaging applications.

With NVIDIA MONAI cloud APIs, Dataiku users wo
LINK: https://blogs.nvidia.com/blog/monai-cloud-apis-rsna/...
See more stories from nvidia

North America Stories

21/07/2026

Cinegy directly addresses the real issues of software-def...

Cinegy GmbH, the premier provider of software-defined television technology, will use its presence at IBC2026 (stand 7.A01, Amsterdam RAI, 11 14 September) to...

21/07/2026

Calrec brings leading audio solutions and long term busin...

Calrec will be located in Hall 8, on Stand C47 Beyond bigger For years, broadcast facilities were built around one assumption: provision for the biggest pro...

21/07/2026

Pebble takes the next step towards the future of media de...

Pebble, the leading automation, content management and integrated channel specialist, will discuss its future-facing developments for the new generation of medi...

21/07/2026

nxtedition Brings Production, AI and Automation Together...

nxtedition returns to IBC2026 with its consolidated production platform, showing how scripting, editing, graphics, AI-assisted tools and automation can work wit...

21/07/2026

Big Blue Marble brings C2PA Content Credentials to Cloud...

C2PA content signing helps broadcasters, public institutions, and publishers give audiences a verifiable record of where their video content came from and how i...

21/07/2026

HDHomeRun Enables Operation During Internet Outages

Share Copy link Facebook X Linkedin Bluesky Email...

21/07/2026

Calif. Federal Judge Pauses Paramount-WBD Merger

Share Copy link Facebook X Linkedin Bluesky Email...

21/07/2026

AWARN Rebuts Weigel Claims of 3.0 EAS Problems

Share Copy link Facebook X Linkedin Bluesky Email...

21/07/2026

FCC Announces Tentative Agenda for August Open Meeting

Share Copy link Facebook X Linkedin Bluesky Email...

21/07/2026

VIDA Introduces QC Manager for Collaborative Quality Cont...

New capability centralizes collaboration, feedback, security and status tracking within VIDA, providing a structured, auditable approach to master quality contr...

21/07/2026

Lightcraft Launches Exclusive Spark Story Beta for Filmmakers and Creators at SIGGRAPH 2026

Lightcraft Launches Exclusive Spark Story Beta for Filmmakers and Creators at SI...

21/07/2026

Indie Road Movie Where in the Hell Shot with Pocket Cinema Camera 4K

Indie Road Movie Where in the Hell Shot with Pocket Cinema Camera 4K Brie Clayton July 20, 2026 0 Comments Colorist blends vintage film looks to shape...

21/07/2026

Which USS Defiant Pulse Phaser effect is better?

Which USS Defiant Pulse Phaser effect is better? Graham Quince July 20, 2026 0 Comments Aargh, ever since @DarkRavenProductions posted a comment ask...

20/07/2026

SVG All-Stars: Rob Coons, Senior Director, StudentU, Big Ten Network

The former Northwestern broadcast-operations leader is helping train the next generation of live-sports-production talent across the Big Ten The sports-product...

20/07/2026

Give Me the Backstory: Get to Know Stacey Lee, the Filmmaker Behind Murder 101

By Lucy Spicer One of the most exciting things about the Sundance Film Festival is having a front-row seat for the bright future of independent filmmaking. Whi...

20/07/2026

Telemundo Inks Another Major U.S. Spanish-Language Soccer Deal

Share Copy link Facebook X Linkedin Bluesky Email...

20/07/2026

HDHomeRun Enables Operation During An Internet Outage

Share Copy link Facebook X Linkedin Bluesky Email...

20/07/2026

Starfish highlights flexible, scalable transport stream p...

Starfish Technologies will use IBC2026 to showcase the flexibility of its transport stream processing software, including the latest versions of TS Splicer (Win...

20/07/2026

Bitfocus makes the connections at IBC2026

Bitfocus, the specialist in media control and monitoring, will show at IBC2026 (Elgato stand 8.D31, Amsterdam RAI, 11 14 September) how its Buttons control la...

20/07/2026

Mediagenix Introduces Trusted Agentic AI Operating Model...

Mediagenix, a global leader in smart content solutions to profitably connect the right content to the right audience, today announced new AI capabilities that e...

20/07/2026

Big Blue Marble Cloud DRM nominated for Streaming Media R...

Big Blue Marble's Cloud DRM has been nominated in the DRM/Content Protection category of the 2026 Streaming Media Readers' Choice Awards. Only four pro...

20/07/2026

At SIGGRAPH, NVIDIA Advances Graphics and Simulation With Agentic and Physical AI

At this year's SIGGRAPH conference, running through Thursday, July 23, in Lo...

20/07/2026

Bristol Myers Squibb Building Life Science Industry's Most Advanced AI Factory on NVIDIA Vera Rubin

Erin Davis calls it the SuperDuperPOD. That's two things in one name: phar...

19/07/2026

Halftime Show at FIFA World Cup Final Joins a Litany of Firsts for the Quadrennial Event

Justin Bieber, Madonna, Shakira, BTS make for a diverse lineup, and the venue ad...

19/07/2026

More Than Just a Game: FIFA World Cup's Lance Brass Breaks Down Stadium Production and Entertainment

The stage is set: three-time champion Argentina will defend its World Cup title ...

18/07/2026

More Than Just a Game: FIFA World Cups Lance Brass Breaks Down Stadium Production & Entertainment

Topics include pre-match ceremonies, live performances, the tournament's fir...

18/07/2026

As the Final Approaches, FIFA and HBS Take Stock of a World Cup That Rewrote the Production Playbook

When FIFA and HBS set out to produce the 2026 FIFA World Cup, the numbers alone ...

18/07/2026

Netflix Viewing Hit Record 97 Billion Hours in First Half of 2026

Share Copy link Facebook X Linkedin Bluesky Email...

18/07/2026

YouTube's Creative Ecosystem Contributed $60 Billion to U.S. GDP

Share Copy link Facebook X Linkedin Bluesky Email...

17/07/2026

SVG GameDay, Ep. 24: Mercedes-Benz Stadiums Cole Gallagher - Supporting Shows in the ATL

In-venue and creative video staffers at the professional and collegiate level ha...

17/07/2026

Brooklyn Bowl Williamsburg Stagehands Vote to Join IATSE Local 4

Production workers at Brooklyn Bowl's Williamsburg location voted 15-1 to join IATSE Local 4. The bargaining unit covers 24 production workers at the venue,...

17/07/2026

DAZN and ADI Predictstreet Announce Exclusive Global Prediction Market Partnership

DAZN and ADI Predictstreet have announced an exclusive global strategic partners...

17/07/2026

Zixi and Comcast Technology Solutions Announce Integration for C-Band Satellite Replacement

Zixi and Comcast Technology Solutions (CTS) have announced a strategic integrati...

17/07/2026

Professional Fighters League Announces Multi-Year Partnership with ESPN in Brazil

Professional Fighters League (PFL) has announced a multi-year partnership with E...

17/07/2026

Spectrum Business Launches Spectrum TV Control Pro for Multi-Screen Venue Management

Spectrum Business has announced Spectrum TV Control Pro, a centralized app-based...

17/07/2026

Clark Wire and Cable Appoints Rick Fernandez as Latin American Representative

Clark Wire and Cable has announced that Rick Fernandez, Managing Director of Axxion Consulting, will serve as Independent Manufacturers Representative for Centr...

17/07/2026

TikTok, NBA, and WNBA Announce Multi-Year Global Content Partnership

TikTok, the NBA, and the WNBA have announced a multi-year global content partnership covering highlights distribution, creator access to marquee events, live-ga...

17/07/2026

MSG Entertainment Files Defamation Lawsuit Against Wired Over July 9 Article

Company alleges article contained false and misleading claims regarding customer data...

17/07/2026

Ratings Roundup: Argentina-England Semifinal Breaks Records for FOX; MLB All-Star Game Is Most Watched Since 2018

Ratings Roundup is a rundown of recent rating news and is derived from press rel...

17/07/2026

American Pachuco Gives a Legend of Stage and Screen His Due

(L-R) Edward James Olmos, Luis Valdez, Lou Diamond Phillips and Lupe Valdez attend American Pachuco: The Legend Of Luis Valdez Premiere during the 2026 Sundan...

17/07/2026

Spectrum Simplifies Control Of Multiple TVs At Bars, Restaurants

Share Copy link Facebook X Linkedin Bluesky Email...

17/07/2026

Foundry Releases SmartRoto for Nuke

Foundry Releases SmartRoto for Nuke Brie Clayton July 17, 2026 0 Comments Spline-based AI powered plugin accelerates time-consuming rotoscoping, helping...

17/07/2026

A Short Documentary About a Giant Pencil Edited with DaVinci Resolve Studio

A Short Documentary About a Giant Pencil Edited with DaVinci Resolve Studio Brie Clayton July 17, 2026 0 Comments SBIFF jury award winner finished fro...

17/07/2026

Wheatstone to Feature Virtual Mixing Platform at IBC 2026

Share Copy link Facebook X Linkedin Bluesky Email...

17/07/2026

Trump Threatens Networks Over Speech Coverage

Share Copy link Facebook X Linkedin Bluesky Email...

17/07/2026

Lightware Sustainability Report Details Product Efficienc...

Lightware has published its second voluntary Sustainability Report, showing how energy efficiency, product longevity and responsible material use are increasing...

17/07/2026

Foundry Unlocks Professional-Grade AI for VFX with Gripta...

Creative software developer Foundry today announced Griptape Enterprise, a new tier of the Griptape AI workflow orchestration platform, extended to meet the str...

17/07/2026

Foundry Releases SmartRoto for Nuke

Creative software developer Foundry today announced the availability of SmartRoto, a new AI-powered plugin upgrade for Nuke, NukeX, Nuke Studio, and Nuke Indie ...

17/07/2026

The Final Release of Blackmagic Fairlight Live is Now Available!

The Final Release of Blackmagic Fairlight Live is Now Available! Brie Clayton July 16, 2026 0 Comments Fairlight Live is a new audio mixer designed fo...

17/07/2026

Leveraging All of Entertainment's IP

Leveraging All of Entertainment's IP Andy Marken July 16, 2026 0 Comments Nobody ever wins the games. Period. There are survivors. There\s no win...