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

16/07/2026

SVG Students To Watch: Kaden Sherman, Albany State University

This recent graduate and Georgia native has turned an early fascination with live production into a growing passion for camera work In the live-sports-video in...

16/07/2026

TNDV Marks First Year of Aspiration 35 Cinematic Production Truck

TNDV is marking the first anniversary of Aspiration 35, a mobile production truck built around ARRI Alexa 35 Live camera systems. Over its first year, the truck...

16/07/2026

ATSC Releases First Major Revision to A/85 Audio Loudness Recommended Practice Since 2013

ATSC has completed a major revision to its A/85 Recommended Practice: Techniques...

16/07/2026

FloSports Named Exclusive Global Media Partner for 2026 CrossFit Games

FloSports has announced an exclusive global media partnership with CrossFit for the 2026 CrossFit Games, presented by Air National Guard, beginning July 21 in S...

16/07/2026

Sennheiser Releases Spectera Firmware 1.4 and Command Button

Sennheiser has released firmware version 1.4 for its Spectera wireless system and announced the Spectera Command Button (Cat. No. 701014). The update adds comma...

16/07/2026

ESPN and Southwestern Athletic Conference Announce Multi-Year Media Rights Agreement Through 2030-31

ESPN and the Southwestern Athletic Conference (SWAC) have announced a multi-year...

16/07/2026

Audio-Technica Releases 20 Series Control Application for Elgato Stream Deck

Audio-Technica has announced the 20 Series Control Application, a Stream Deck plug-in for compatible Audio-Technica USB microphones. The application is compatib...

16/07/2026

SSL Live L550 Plus Consoles Power Audio Production for The Voice France Season 15

The fifteenth season of The Voice - La plus belle voix on TF1 used four Solid St...

16/07/2026

Gray Media and Atlanta Hawks Announce Georgia-Wide Broadcast Partnership for 2026-27 NBA Season

Gray Media and the Atlanta Hawks have announced a broadcast partnership that wil...

16/07/2026

SVG Sit-Down: Quarterback Showrunner Joe Zucco on Cinematography, Building Trust, Carrying On the NFL Films Legacy

Season 3 of Netflix's docuseries, which dropped this week, follows Jayden Da...

16/07/2026

Texas Rangers Switch Direct-to-Consumer Streaming Partner to BZZR

The Texas Rangers and Rangers Sports Network presented by Progressive (RSN) have announced BZZR as the new direct-to-consumer distributor for Rangers game broad...

16/07/2026

FIFA World Cup 2026: BBC Sport on Moving Across the Pond to Bring the Atmosphere of the Final Matches to Fans

With England's FIFA World Cup 2026 team getting ready to fly home after losi...

16/07/2026

With 36 Unilateral Cameras, NBC Sports Shapes 154th Open Championship Coverage for U.S. Viewers

In a return to Royal Birkdale, the team enjoys partnering with ETP and Gravity M...

16/07/2026

Altitude Sports & Entertainment's Tim De Lay on New SkyCam Digital Feed, Upgraded Studio Space

Along with a new studio at Ball Arena, the Colorado-based RSN is working with XR...

16/07/2026

FIFA World Cup 2026: Inside ORF's Austria-Based Production to Bring All the Emotions of the Tournament to Fans

Austria was back at the World Cup for the first time in 28 years, and the team d...

16/07/2026

Inside Gravity Media's Effort To Power the 154th Open Championship Production

With 42 RF cameras and high-power radio mics deployed, the spectrum environment ...

16/07/2026

The Gauge: Poland | June 2026

June brought stabilization to the television market. Poles spent an average of 3 hours and 36 minutes a day in front of their TV screens exactly the same as i...

16/07/2026

New studio monitoring leads Glensound's 60th year line-up...

Glensound returns to IBC with a major new addition to its intelligent loudspeaker range, the Greater Divine Supernal studio monitor, alongside recent developmen...

16/07/2026

Complete spectrum of innovation from British exhibitors a...

33 leading exhibitors are taking part in the GREAT Britain and Northern Ireland Pavilions and linked locations across IBC2026 (Amsterdam RAI, 11 14 September)...

16/07/2026

Hitomi Broadcast to showcase HDR colour verification and...

Hitomi Broadcast will introduce Spectra, a new HDR colour verification solution measured in picture, not using VPID, at IBC2026 (Hall 10, Stand A40). Expanding ...

16/07/2026

SMPTE Kicks Off 110th Anniversary Campaign

Share Copy link Facebook X Linkedin Bluesky Email...

16/07/2026

Cox Media Group Taps Waymark for AI Ad Creation Tools

Share Copy link Facebook X Linkedin Bluesky Email...

16/07/2026

Parks: Cable Broadband Sub Losses Slow Down

Share Copy link Facebook X Linkedin Bluesky Email...

16/07/2026

CatchLight, Sony Launch Initiative to Help Local Newsrooms

Share Copy link Facebook X Linkedin Bluesky Email...

16/07/2026

XR Launches XR ONE Ad Ops Platform

Share Copy link Facebook X Linkedin Bluesky Email...

16/07/2026

Zixi and Comcast Technology Solutions Partner to Provide...

Zixi, a leader in live video delivery and workflow orchestration, and Comcast Technology Solutions (CTS) today announced a strategic new integration to deliver ...

16/07/2026

Blackmagic Design Cameras Capture Immersive Flight for New Cirrus App

Blackmagic Design Cameras Capture Immersive Flight for New Cirrus App Brie Clayton July 15, 2026 0 Comments Leader in Personal Aviation taps URSA Cin...

16/07/2026

XenData Announces LTO Archive Appliances with both File and S3 Object Storage Interfaces

XenData Announces LTO Archive Appliances with both File and S3 Object Storage In...

16/07/2026

Sharpen the Sword, Skip the Downloads - Onimusha: Way of the Sword' Is Coming to GeForce NOW

Onimusha: Way of the Sword is coming to GeForce NOW at launch, with the playable...

15/07/2026

Inside DAZNs Multi-Market World Cup Effort With CTO Sandeep Tiku

The 2026 FIFA World Cup is a big deal for DAZN, which has distribution rights in three markets: Italy, Spain, and Japan. Each requires a different editorial app...

15/07/2026

SVG New Sponsor Spotlight: Qumulo's Chris Horn on Powering Global Media Workflows Across Edge, Core, and Cloud

As sports-media organizations manage rapidly growing content libraries and incre...

15/07/2026

FIFA World Cup 2026: Inside the HBS Non-Live London Production Hub

HBS director of digital Johannes Franken talks SVG Europe through the operation built to serve FIFA World Cup 2026 rights holders remotely from Stratford, east ...

15/07/2026

IBC2026 to Spotlight AI, Live Sports Production, Creator Economy, and Trust in Media

IBC has unveiled the conference program for IBC2026, with this year's event ...

15/07/2026

Vanessa Paradis Tour Adopts Sennheiser Spectera Wireless Ecosystem for 2026 Production

Software-defined wideband RF platform supports 96-kHz monitoring, streamlined fr...

15/07/2026

Telos Alliance Integrates AudioShake Source Separation Into Minnetonka AudioTools Server

New AI-powered module enables broadcasters and content owners to extract dialogu...

15/07/2026

AIMS Schedules Second IPMX Product Certification Event for August

Weeklong gathering at EBU headquarters will test new IPMX capabilities and expand certified product ecosystem...

15/07/2026

Force Tech Appoints Bryan Adams as Vice President of Integration

Force Tech has announced the appointment of Bryan Adams, CTS, as Vice President of Integration. Adams will oversee AV and broadcast integration project delivery...

15/07/2026

USA Sports and Bundesliga Announce Exclusive Multi-Year U.S. Media Rights Agreement

USA Sports has announced an exclusive English-language agreement with the Bundes...

15/07/2026

Inside ITV Sport's Stunning FIFA World Cup Studio in New York City With Paul McNamara

ITV Sport's FIFA World Cup 2026 coverage has been produced from one of the m...

15/07/2026

CatchLight, Sony Launch Equipment Initiative for Local Visual Journalists

Program will provide professional camera kits, training, and technical support to participating local newsrooms...

15/07/2026

CornerstoneSF Installs FOR-A HVS-Q12 Switcher in New UHD Production Facility

San Francisco church becomes first U.S. deployment of the 2 M/E production switcher...

15/07/2026

Steve Bornstein Joins Advisory Board of Scott Cokers New Global MMA Promotion

Former ESPN and NFL Network executive to advise startup league on media, distribution, technology, and fan engagement...

15/07/2026

Space City Home Network Executive Producer John Valek on Leaning Into Innovation, Access, and Opportunity

The Houston-based RSN is the live-game home of the Astros and Rockets...

15/07/2026

FCC to Vote on Replacing National Broadcast Ownership Cap

Share Copy link Facebook X Linkedin Bluesky Email...

15/07/2026

ATSC Updates Industry Audio Loudness Guidance

Share Copy link Facebook X Linkedin Bluesky Email...

15/07/2026

GigaCloud and Cubbit partner to deliver sovereign and res...

GigaCloud, a leading Ukrainian cloud service provider, and Cubbit, the first geo-distributed cloud storage enabler, today announced a new Business Alliance Part...

15/07/2026

SMPTE Launches 110th Anniversary Campaign to Advance Its...

SMPTE, the global society for media professionals, technologists, and engineers, has announced the launch of the SMPTE 110th Anniversary Campaign, a fundraising...

15/07/2026

STUDIO TECHNOLOGIES UNVEILS MODEL 762 STEREO LEVEL CONTRO...

Studio Technologies, a leading manufacturer of high-quality audio, video, and fiber-optic solutions, unveils the new StudioComm Model 762 Stereo Level Control, ...

15/07/2026

COW Jobs: Producer, Virtual Events - Hybrid, Full Time, Salaried

COW Jobs: Producer, Virtual Events - Hybrid, Full Time, Salaried Brie Clayton July 15, 2026 0 Comments Producer, Virtual Events (Hybrid | Full-time | ...