
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
Most recent headlines
13/03/2025
Every time airborne law enforcement (ALE) teams fly, they expect their equipment to perform. Whether airborne units are conducting support for ground teams, bor...
13/03/2025
Sunday February 9 saw the annual return of the US' biggest television event, the Super Bowl LIX. Jamie McCombs, Fox Sports Audio Consultant / Sr. Audio capt...
13/03/2025
On Sunday March 2, stars across the film industry gathered at the Dolby Theatre in Los Angeles for the 97th Academy Awards. Production Sound Mixer Paul Sandweis...
13/03/2025
WUPPERTAL, Germany Riedel Communications will feature its new StageLink family of smart edge devices, Smart Audio and Mixing Engine (SAME) and Virtual Smart Pan...
13/03/2025
TAG Video Systems and Harmonic Partner to Deliver Enhanced Real-Time Monitoring ...
13/03/2025
DigitalGlue Invites NAB Visitors to Experience New Features in Managed Storage P...
13/03/2025
FOR-A America Theme - Connecting the Present, Building the Future - Comes to Lif...
13/03/2025
CTIA, the wireless industry association, has named former FCC Chairman Aji Pai as its President and Chief Executive Officer, effective April 1. He replaces Mere...
13/03/2025
he National Association of Broadcasters is urging the FCC to end its investigation of that controversial CBS interview with Kamala Harris stating there is no ...
13/03/2025
MIAMI CBS News & Stations continues to expand its use of augmented and virtual reality technologies with the planned launch of an augmented reality/virtual real...
13/03/2025
Srividhya Srinivasan, co-founder and chief customer success & innovation Officer at Amagi, tells TVBEurope how staying ahead of the latest trends is essential f...
13/03/2025
WASHINGTON FCC Chairman Brendan Carr announced that the agency has launched a massive, new deregulatory initiative that could potentially subject virtually all ...
13/03/2025
SUNNYVALE, Calif. SDVI has announced that it has integrated its Rally media supply chain management platform with the Spectra Vail multi-cloud data management s...
13/03/2025
ATLANTA Gray Media has announced that the Federal Communications Commission (FCC) has granted a waiver of its local ownership rules to permit Gray Media to acqu...
13/03/2025
TV Tech: What do you anticipate will be the most significant technology trends at the 2025 NAB Show?...
13/03/2025
Watch Student Naomi Soleils Folk Pop Performance on The Voice The songwriting major sang Stars by Grace Potter and the Nocturnals during the blind auditions.
...
13/03/2025
We asked the questions, analysed the answers and now we're excited to share the results of the fifth edition of the ICG Marketing Survey.
Our 2025 survey p...
13/03/2025
SAN JOSE, Calif. - March 13, 2025 Harmonic (NASDAQ: HLIT) today announced a breakthrough in video streaming innovation with the launch of new origin capabilitie...
13/03/2025
Haivision Showcases Mission-Critical Video Solutions at SOF Week 2025
Haivision's video wall systems, ISR technology, and DoDIN APL-certified video distri...
13/03/2025
Company Leads the Way with New Software-Based Production Platform, 12G Switcher,...
13/03/2025
A new Apple Immersive concert experience, Metallica, is coming to Apple Vision Pro this Friday, March 14. Filmed in Mexico City during the sold-out second-year ...
13/03/2025
Here is your host, Patrick Kielty!
Shake your Shamrocks, Patrick Kielty will be...
13/03/2025
This St. Patrick's weekend, RT invites you to celebrate all things Irish, showcasing the very best of Irish sport, entertainment and live coverage from the...
13/03/2025
What's next in AI is at GTC 2025. Not only the technology, but the people and ideas that are pushing AI forward - creating new opportunities, novel solution...
13/03/2025
Facebook
Twitter
LinkedIn
By combining T-Mobile's robust network, Thal...
13/03/2025
Bundle up - GeForce NOW is bringing a flurry of Blizzard titles to its ever-expanding library.
Prepare to weather epic gameplay in the cloud, tackling the genr...
13/03/2025
AI is leveling up the world's most beloved games, as the latest advancements...
13/03/2025
PC game modding is massive, with over 5 billion mods downloaded annually. Mods p...
12/03/2025
O Spotify acaba de lan ar o relat rio Loud & Clear deste ano, uma vis o transpar...
12/03/2025
Spotify acaba de presentar el informe Loud & Clear de este a o, una mirada trans...
12/03/2025
Ramadan, a period of profound spiritual significance for Muslims worldwide, is a time for fasting, prayer, reflection, and community. Enrich your experience thi...
12/03/2025
Spotify has just unveiled this year's Loud & Clear report, a transparent loo...
12/03/2025
More than 70% of FAST programming has been produced since 2010, according to new Gracenote report
NEW YORK March 12, 2025 Gracenote, the content data busin...
12/03/2025
GEONA, Nev. Independent digital and linear advertising rep firm Viamedia will adopt cloud-based ShowSeeker Pilot as its primary ad campaign and order management...
12/03/2025
BRUSSELS Mediagenix has announced that Wael Yasin has joined the company as sales director Central Europe....
12/03/2025
LONDON A new study highlights opportunities for shoppable TV and the massive impact online consumer spending is having on the economy, with Omdia predicting tha...
12/03/2025
CUPERTINO, Calif. Interra Systems has announced that Comcast Technology Solutions has integrated recent updates to BATON Version 9 into its operations....
12/03/2025
Nevion announces new 400G addition to its eMerge SDN media fabric offering
Brie Clayton March 12, 2025
0 Comments
High-capacity switch enhances existi...
12/03/2025
DaVinci Resolve Studio Delivers Cinematic Sound for Adam Bol
Brie Clayton March 12, 2025
0 Comments
Feature film relies on DaVinci Resolve Studio for ...
12/03/2025
SVT Leverages Ateliere Live to Pioneer 100% Software-Defined Production at Rally...
12/03/2025
Berklee Awards Fenway Neighborhood Improvement Grant to Four Organizations A total of $17,000 will be distributed among the Boston-based nonprofits.
By
Madd...
12/03/2025
TVBEuropes Jenny Priestley sits down with new SMPTE president Richard Welsh to discuss his aims for the organisation going forward, its efforts to attract a you...
12/03/2025
The new process has significantly enhanced operational efficiencies, with automation freeing up creators to concentrate on higher value tasks
By Matthew Corrig...
12/03/2025
Jellyfish Pictures, which has offices in London and Sheffield, said it has been battling hard in the face of strong headwinds over the last 12 months
By Jenny ...
12/03/2025
Visit Booth #W2213 to Experience the Latest in AI-Driven Content Discovery and Workflow Automation
Bitcentral, a leader in media workflow solutions, is set to ...
12/03/2025
CHICAGO Jeff Lilly has been named WGN-TV director of technology effective March 17, 2025, according to Ric Harris, WGN-TV vice president and general manager....
12/03/2025
MOUNTAIN VIEW, Calif. A new study from LG Ad Solutions indicates that consumers want more features that would allow them to shop for products on the connected T...
12/03/2025
BOTHELL, Wash. The Alliance for IP Media Solutions (AIMS), Advanced Media Workflow Association (AMWA) and the Video Services Forum (VSF) will once again present...
12/03/2025
PHILADELPHIA Comcast announced that it has upgraded Xfinity Internet speeds for more than 20 million customers for no additional cost....
12/03/2025
Create with Maxon: Cinema 4D Fundamentals Workshop - March 12-14
Brie Clayton March 11, 2025
0 Comments
Makin' Waffles with Elly Wade
During Marc...