
Doctors rarely make diagnoses based on a single factor - they look at a mix of data types, such as a patient's symptoms, laboratory and radiology reports, and medical history.
VinBrain, a Vietnam-based health-tech startup, is ensuring that AI diagnostics can take a similarly holistic view across vital signs, blood tests, medical images and more.
Multimodal data is key to delivering precision care that can improve patient outcomes, said Steven Truong, CEO of VinBrain. Our medical imaging models, for instance, can analyze chest X-rays and make automated observations about abnormal findings in a patient's heart, lungs and bones.
If a medical-imaging AI model reports that a patient's scan shows lung consolidation, Truong explained, doctors could combine the X-ray analysis with a large language model that reads health records to learn the patient has a fever - helping clinicians more quickly determine a more specific diagnosis of pneumonia.
Funded by Vingroup - one of Vietnam's largest public companies - VinBrain is the creator of DrAid, which is the only AI software for automated X-ray diagnostics in Southeast Asia, and among the first AI platforms to be cleared by the FDA to detect features suggestive of collapsed lungs from chest X-rays.
Trained on a dataset of more than 2.5 million images, DrAid is deployed in more than 100 hospitals in Vietnam, Myanmar, New Zealand and the U.S. The software applies AI analysis to medical images for more than 120,000 patients each month. VinBrain is also building a host of other AI applications, including a telehealth product that analyzes lab test results, medical reports and other electronic health records.
The company is part of NVIDIA Inception, a global program designed to offer cutting-edge startups expertise, technology and go-to-market support. The VinBrain team has also collaborated with Microsoft and with academic researchers at Stanford University, Harvard University, the University of Toronto and the University of California, San Diego to develop its core AI technology and submit research publications to top conferences.
Many Models, Easy Deployment The VinBrain team has developed more than 300 AI models that process speech, text, video and images - including X-ray, CT and MRI data.
Healthcare is complex, so the pipeline requires hundreds of models for each step, such as preprocessing, segmentation, object detection and post-processing, Truong said. We aim to package these models together so everything runs on GPU servers at the hospital - like a refrigerator or household appliance.
VinBrain recently launched DrAid Appliance, an on-premises, NVIDIA GPU-powered device for automatic screening of medical imaging studies that could improve doctors' productivity by up to 80%, the team estimates.
The company also offers a hybrid solution, where images are preprocessed at the edge with DrAid Appliance, then sent to NVIDIA GPUs in the cloud for more demanding computational workloads.
Another way to access VinBrain's DrAid software is through Ferrum Health, an NVIDIA Inception company that has developed a secure platform to help healthcare organizations deploy AI applications across therapeutic areas.
Accelerating AI Training and Inference
VinBrain trains its AI models - which include medical imaging, intelligent video analytics, automatic speech recognition, natural language processing and text-to-speech - using NVIDIA DGX SuperPOD. Adopting DGX SuperPOD enabled Vinbrain to achieve near-linear-level speedups for model training, achieving 100x faster training compared with CPU-only training and significantly shortening the turnaround time for model development.
The team is using software from NVIDIA AI Enterprise, an end-to-end solution for production AI, which includes the NVIDIA Clara platform, the MONAI open-source framework for medical imaging development and the NVIDIA NeMo conversational AI toolkit for its transcription model.
To develop good AI models, you can't just train once and be done, said Truong. It's an evolving process to refine the neural networks.
VinBrain has set up an early validation pipeline for its AI projects: The company tests its early-stage models across a couple dozen hospitals in Vietnam to collect performance data, gather feedback and fine-tune its neural networks.
In addition to using NVIDIA DGX SuperPOD for AI training, the company has adopted NVIDIA GPUs to improve run-time efficiency and deployment. It uses the NVIDIA Triton inference server and NVIDIA TensorRT to streamline inference for more than hundreds of AI models on cloud-based NVIDIA Tensor Core GPUs.
We shifted to NVIDIA GPUs for inference because of the higher throughput, faster response time and, most importantly, the cost ratio, Truong said.
After switching from CPUs to NVIDIA Tensor Core GPUs, the team was able to accelerate inference for medical imaging AI by more than 3x, and video streaming by more than 30x.
In the coming years, we want to become the top company solving the problem of multimodality in healthcare data, said Truong. Using AI and edge computing, we aim to improve the quality and accessibility of healthcare, making intelligent insights accessible to patients and doctors across countries.
Register for NVIDIA GTC, taking place online March 20-23, to learn more about AI in healthcare.
North America Stories
02/07/2025
Hege Wik and Odin appear in FOLKTALES by Heidi Ewing and Rachel Grady, an official selection of the 2025 Sundance Film Festival. Courtesy of Sundance Institut...
02/07/2025
(Stephen Lovekin/Shutterstock for Sundance Film Festival)
By Patty Consolazio
This one's for any person who's ever felt put down, left out, marginaliz...
02/07/2025
NEW YORK Paramount Global has agreed to pay $16 million to settle a lawsuit by President Donald Trump, ending a long-running legal saga that could clear the way...
02/07/2025
WASHINGTON The Federal Communications Commission has approved the transfer of licenses for five TV stations from Sinclair to Rincon Broadcasting, which announce...
02/07/2025
As the media industry faces an uncertain business climate and rapidly changing consumer habits, TV Tech's most popular stories from the first six months of ...
02/07/2025
PORTSMOUTH, N.H. New data shows that U.S. homes now own an average of two smart TVs, with Samsung and LG dominating the market but Roku and FireTV continue to g...
02/07/2025
LOS ANGELES Funds managed by Oaktree Capital Management have acquired FilmRise, an independent digital streaming content distributor, and merged it with Shout! ...
02/07/2025
WASHINGTON The Advanced Television Systems Committee named Luiz Fausto vice president of standards development, succeeding ATSC vice president Jerry Whitaker, w...
02/07/2025
Boston Conservatory and the Sphinx Organization Join Forces to Make Classical Ed...
02/07/2025
Progressive realism: Aurora on taking up the broadcast reins for World RX alongs...
02/07/2025
Great speed: New host broadcaster Aurora on getting the World RX 2025 season pro...
02/07/2025
Seat of its pants: Aurora boxes clever and looks ahead for the FIA as new host b...
02/07/2025
UEFA Women's Euro 2025: EBU, BBC Sport and Sunset Vine talk coverage plans, ...
02/07/2025
UEFA Women's Euro 2025: Women's Super League launches new content series...
02/07/2025
UEFA Women's Euro 2025: Ignite puts fans and players front and centre with t...
02/07/2025
Storytelling in the Live Game Broadcast: ESPN Director Jimmy Platt Breaks Down t...
02/07/2025
CONCACAF's Miguel Angel Garcia on the Gold Cup's Enhanced 2025 Productio...
02/07/2025
Black Forest Labs, one of the world's leading AI research labs, just changed the game for image generation.
The lab's FLUX.1 image models have earned g...
01/07/2025
L3Harris Technologies has delivered its second Bombardier Global 6500 missionize...
01/07/2025
MELBOURNE, Fla., July 1, 2025 - L3Harris Technologies (NYSE: LHX) will release its second quarter 2025 financial results before the market opens on Thursday, Ju...
01/07/2025
WASHINGTON The Federal Communications Commission has rejected license challenges to three full-power Baltimore TV stations, renewing the licenses for Chesapeake...
01/07/2025
Dalet has released a new update to its Dalet Flex media workflow platform, introducing powerful new capabilities to its flagship platform....
01/07/2025
NEWARK, N.J. With the FIFA Club World Cup final rapidly approaching and the start of the 2026 FIFA World Cup now less than a year away, interest in soccer in th...
01/07/2025
COW Job Listing: Laser Engraved Logo
Brie Clayton July 1, 2025
0 Comments
Laser engraved logo
July 1, 2025Steffie Beltt's Mi Amor Music Video Cr...
01/07/2025
LeGrow.Studio Builds Broadcast Hub for ePro League
Brie Clayton July 1, 2025
0 Comments
TEM Constellation HD and BlackmagicURSA Broadcast G2 drive liv...
01/07/2025
Beeble launches SwitchLight 2.0, bringing AI-powered relighting to any footage
Brie Clayton July 1, 2025
0 Comments
New AI model delivers full-scene p...
01/07/2025
Steffie Beltt's Mi Amor Music Video Created with Blackmagic Design
Brie Clayton July 1, 2025
0 Comments
Blackmagic PYXIS 6K digital film camera...
01/07/2025
WASHINGTON The Federal Communications Commission's Enforcement and Media Bureaus have entered into a consent decree with Sinclair to resolve a variety of in...
01/07/2025
DENVER Low-power television (LPTV) station owners looking to navigate the complexities of selling their assets in todays dynamic media environment are invited t...
01/07/2025
NASA announced today that live programming from its NASA+ channel will be available on Netflix starting sometime this summer....
01/07/2025
WASHINGTON Federal Communications Commission Chair Brendan Carr has appointed Katie McAuliffe to serve as policy advisor in his office....
01/07/2025
MOUNTAIN VIEW, Calif. Alphabet's GFiber, the broadband provider formerly known as Google Fiber, has announced that it recently worked with Nokia to demonstr...
01/07/2025
NEW YORK, N.Y. DoubleVerify (DV) has announced the launch of DV Authentic Attention for Social. The product will first launch with Snap, the owner of Snapchat....
01/07/2025
WASHINGTON The Federal Communications Commission has rejected license challenges to three full-power Baltimore TV stations and agreed to renew the license for C...
01/07/2025
Compact new converter lets users capture live NDI and streaming sources into software over a USB interface
Video interface and IP workflow innovator Magewell ...
01/07/2025
Disguise, the award-winning tech company driving visuals for Broadway and West End hits including Redwood, Stranger Things: The First Shadow and Disney's Fr...
01/07/2025
Historic appointment ushers in unified leadership for WRAL-TV, New Media, and Digital Solutions
RALEIGH, N.C. - 6-27-25 - Capitol Broadcasting Company is prou...
01/07/2025
Back to All News
Feel the Beat: Glass Heart' Main Trailer and Title Song RevealedPlay Video
Play Video
Entertainment
01 July 2025
GlobalJapan
Link co...
01/07/2025
SVG New Sponsor Spotlight: Spyrosoft's Jonathan Witty on Futher Business Exp...
01/07/2025
The NIL Effect: How the Shifting Business of College Athletics Impacts On-Campus...
01/07/2025
Cherry on the cake: Inside the technical production of the Tour de France 2025 w...
01/07/2025
NESN's Josh Jun on Keeping Alternative Broadcasts Fresh for Boston Red Sox, ...
01/07/2025
TNT Sports Races Back Into NASCAR With Fresh Look, Familiar Edge Production approach emphasizes creative freedom, bold storytelling, casual-fan-friendly tone B...
01/07/2025
Back to All News
Watch: A Line Crossed: Netflix Drops Explosive Trailer for New...
01/07/2025
Tyngsboro, Mass. - June 30, 2025 - The 2025 ACM Annual Conference at Boston University was an energizing and inspiring gathering of community media professional...
01/07/2025
In many parts of the world, including major technology hubs in the U.S., there's a yearslong wait for AI factories to come online, pending the buildout of n...
30/06/2025
The Artemis II Space Launch System core stage is integrated with the solid rocket boosters inside High Bay 3 of the Vehicle Assembly Building at NASAs Kennedy S...
30/06/2025
RALEIGH, N.C. Capitol Broadcasting Co. has named Heather Gray vice president and general manager of WRAL-TV and WRAZ-TV here....
30/06/2025
The Virginia Association of Broadcasters has recognized Bill Sewell, Director of Engineering at WTKR & WGNT in Norfolk, Va. as the recipient of the 2025 J.J. Fr...
30/06/2025
The Society of Broadcast Engineers said its annual member drive resulted in the recruitment of 49 individual members....