Xilinx and Spline.AI Develop X-Ray Classification Deep-Learning Model and Reference Design on AWS Adaptive model enables medical equipment makers and healthcare service providers to rapidly develop trained models for clinical and radiological applications Oct 13, 2020
SAN JOSE, Calif.--(BUSINESS WIRE)-- Xilinx, Inc. (NASDAQ: XLNX), the leader in adaptive and intelligent computing, today introduced a fully functional medical X-ray classification deep-learning model and a reference design kit, in association with Spline.AI on Amazon Web Services (AWS). The high-performance model is deployed on the Xilinx Zynq UltraScale MPSoC device based ZCU104 and leverages the Xilinx deep learning processor unit (DPU), a soft-IP tensor accelerator, which is powerful enough to run a variety of neural networks, including classification and detection of diseases.
The collaboratively developed solution uses an open-source model, which runs on a Python programming platform on a Xilinx Zynq UltraScale MPSoC device, meaning it can be adapted by researchers to suit different application specific requirements. Medical diagnostic, clinical equipment makers and healthcare service providers can use the open-source design to rapidly develop and deploy trained models for many clinical and radiological applications in a mobile, portable or point-of-care edge device with the option to scale using the cloud.
To learn more about how the open-source design can be used to develop a radiology flow, please visit https://www.xilinx.com/applications/medical/healthcare-ai.html
AI is one of the fastest growing and high demand application areas of healthcare, so we're excited to share this adaptable, open-source solution with the industry, said Kapil Shankar, vice president of marketing and business development, Core Markets Group at Xilinx. The cost-effective solution offers low latency, power efficiency, and scalability. Plus, as the model can be easily adapted to similar clinical and diagnostic applications, medical equipment makers and healthcare providers are empowered to swiftly develop future clinical and radiological applications using the reference design kit.
The solution's artificial intelligence (AI) model is trained using Amazon SageMaker and is deployed from cloud to edge using AWS IoT Greengrass, enabling remote machine learning (ML) model updates, geographically distributed inference, and the ability to scale across remote networks and large geographies.
We are delighted to support Xilinx design a solution for healthcare customers who are in need of ways to rapidly develop trained models for clinical and radiological applications, said Dirk Didascalou, Vice President of IoT at Amazon Web Services, Inc. Amazon SageMaker enabled Xilinx and Spline.AI to develop a high-quality solution that can support highly accurate clinical diagnostics using low cost medical appliances. The integration of AWS IoT Greengrass enables physicians to easily upload X-ray images to the cloud without the need of a physical medical device, enabling physicians to extend the delivery care to more remote locations
Syed Hussain, CTO at Spline.AI said: Xilinx Zynq UltraScale MPSoCs are Edge devices ideally suited for scalable deployment of high-performance deep-learning models in a clinical setting, such as the new COVID-XS model that we worked to train and develop for this collaborative effort.
The solution has been used for a pneumonia and Covid-19 detection system, with incredibly high levels of accuracy and low inference latency. The development team leveraged over 30,000 curated and labeled pneumonia images and 500 Covid-19 images to train the deep learning models. This data is made available for public research by healthcare and research institutes such as National Institute of Health (NIH), Stanford University, and MIT, as well as other hospitals and clinics around the world.
Follow Xilinx on Twitter, LinkedIn and Facebook.
About Xilinx
Xilinx develops highly flexible and adaptive processing platforms that enable rapid innovation across a variety of technologies - from the endpoint to the edge to the cloud. Xilinx is the inventor of the FPGA, hardware programmable SoCs, and the ACAP, designed to deliver the most dynamic processor technology in the industry and enable the adaptable, intelligent, and connected world of the future. For more information, visit www.xilinx.com.
Copyright 2020 Xilinx, Inc. Xilinx, the Xilinx logo and other designated brands included herein are trademarks of Xilinx in the United States and other countries.
Source: Xilinx Newsroom
Category: Product Announcements
PR Contact:
Xilinx PR
Media@Xilinx.com
Source: Xilinx
Most recent headlines
09/11/2025
Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...
16/10/2025
The XR Sports Alliance (XRSA) has announced the third cohort of members. The new members include MLSE, Vegas Golden Knights, Pro Climbing League, FansXR, Focal ...
16/10/2025
NEW YORK The Broadcasters Foundation of America has launched its 2025 Year-End Giving Campaign which seeks to raise donations from tax-deductible personal and c...
16/10/2025
NEW YORK Australias Nine Network and the National Hockey League (NHL) today announced a media partnership that will bring the worlds premier professional ice ho...
16/10/2025
Parks Associates has released new data showing that nearly half (45%) of U.S. internet homes watch free ad-supported streaming TV (FAST) services and 89% of U.S...
16/10/2025
TROY, Mich. -New data from J.D. Power's 2025 U.S. Residential Internet Service Provider Study shows that residential wireless internet providers are growing...
16/10/2025
This Saturday October 18 Katja Mia will burst onto the radio airwaves for the first time as she joins 2FM. Katja will be standing in for Bl thnaid Treacy on Sat...
16/10/2025
This October, RT is delighted to support Wexford Festival Opera, Babor International Arts Festival for Children, Open House Dublin and 36 other arts and cultu...
16/10/2025
GeForce NOW is more than just a platform to stream fresh games every week - it offers celebrations for the gamers who make it epic, with member rewards to sweet...
15/10/2025
Across the world, early-career reporters are interrogating systems that shape daily life, from mortuaries and classrooms to the corridors of legal education and...
15/10/2025
St. Louis Blues Pay Tribute to Ozzy Osbourne in New Pregame Open VideoThe NHL franchise worked with production firms 2WEI and 4th Floor CreativeBy Mark J Burns,...
15/10/2025
Cobalt Digital, G3DVu, Proxima Vision, and Telos Alliance Renew Premier Sponsors...
15/10/2025
By Paige Bethmann
Before my grandmother passed away in 2019, I went to visit her in the hospital where she'd been for a few weeks. When I arrived, the nurs...
15/10/2025
Two years ago, Spotify set out to grow the entire publishing industry by making ...
15/10/2025
People turn to DJ for a listening experience that feels personal, dynamic, and j...
15/10/2025
Las personas recurren a DJ para vivir una experiencia de escucha personal, din m...
15/10/2025
Rock legend Bruce Springsteen and luminary actor Jeremy Allen White came togethe...
15/10/2025
At Spotify, we're all about supporting rising talent and helping them connec...
15/10/2025
New SBS Documentary Series THE CANCER KILLERS Premieres 4 November on SBS & SBS ...
15/10/2025
SBS celebrates the Festivals of Lights with bold, illuminating stories across th...
15/10/2025
One of humanity's most profound questions continues: Is there any place in our galaxy suitable for life beyond Earth? NASA intends to find out, with the hel...
15/10/2025
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......
15/10/2025
Scality, a global leader in cyber-resilient storage software for the AI era, today announced the advancement of its comprehensive AI ecosystem certification pro...
15/10/2025
The Hollywood Professional Association (HPA) today unveiled key highlights of the 2026 HPA Tech Retreat, scheduled for Feb. 15 19 at the Westin Rancho Mirage Go...
15/10/2025
At NAB Show New York 2025 (Stand 244), Interra Systems will showcase the future of media QC, monitoring, and captioning, highlighting its award-winning, AI- and...
15/10/2025
Grass Valley today announced that RMC BFM, part of the CMA-CGM Group and France's third-largest private media group, has chosen Grass Valley's productio...
15/10/2025
Appear, the global leader in live production technology, will demonstrate how its powerful hardware and software innovations are shaping the future of hybrid, s...
15/10/2025
Rakim to Join Berklee's Hip-Hop Hall of Fame at Signature Series Concert The rap icon becomes the latest inductee, following luminaries such as Roxanne Sh...
15/10/2025
Berklee Brings Live Music to the Head of the Charles Student artists will perform on multiple riverfront stages during the 60th anniversary of the world's...
15/10/2025
CobbTV, the government access television channel for Cobb County, Ga. recently acquired an automated playout system from Pebble, a global provider of automation...
15/10/2025
OSLO, Norway Appear, the global leader in live production technology, will demonstrate how its powerful hardware and software innovations are shaping the future...
15/10/2025
NEW YORK The NBA is making major changes to the NBA App and NBA TV as it takes control of them from TNT Sports, which has long managed the league's digital ...
15/10/2025
SAN MATEO, Calif. In what promises to be a major expansion of interactive features and personalized content on the DirecTV platform, the operator and Glance hav...
15/10/2025
SAN JOSE, Calif. Roku has launched changes to its user interface (UI) that the streaming platform says will better showcase original programming on the platform...
15/10/2025
LOS ANGELES Software-defined data storage and data services provider OpenDrives has elevated Alex Dunfey to chief technology officer, responsible for driving th...
15/10/2025
Abu Dhabi, UAE October 15, 2025: Space42 (ADX: SPACE42), the UAE-based AI-powe...
15/10/2025
Sheldon Nichols and Will Trickett to find and prepare more classic cars for budget conscious would-be owners from Wiser Films
UKTV have recommissioned the clas...
15/10/2025
Wednesday 15 October 2025
Nick Cave
JPEG (275 KB)
Explore the creative univer...
15/10/2025
Wednesday 15 October 2025
From breaking up with your partner to quitting your job - new polling shows some messages are just too scary to send
Over a fifth (...
15/10/2025
Rohde & Schwarz unveils compact MXO 3 oscilloscopes with 4 and 8 channels: Advan...
15/10/2025
Back to All News
Revenge Series The Resurrected' Captivates Audiences Across Asia
Entertainment
15 October 2025
GlobalTaiwan
Link copied to clipboard
...
15/10/2025
Back to All News
Bringing the Best in VFX and Virtual Production Together as Eyeline
Jeffrey Shapiro
CEO, Eyeline
Business
15 October 2025
GlobalCanadaInd...
15/10/2025
Deployed by Astound Business Solutions, Harmonic's Primary Distribution Solution Ensures Outstanding Video Quality and Seamless Ad Insertion at the Edge
SA...
15/10/2025
Collaboration extends a trusted relationship as RMC BFM invests in scalable, fut...
15/10/2025
Series coming in 2026 stars Tom Vaughan-Lawlor, Justine Mitchell and Jason O'Mara released today
RT today released first look images of new comedy-drama ...
14/10/2025
SVG Europe Summit 2025: All Sessions Now Available to Watch on SVG PLAYNetworking event that preceded IBC2025 shone a light on elite live sports innovation acro...
14/10/2025
SVG Sit-Down: Author Rich Podolsky on Writing Madden & Summerall: How They Revo...
14/10/2025
SVG All-Stars: Michael Reiners, Coordinating Producer, FloRacingThe Illinois State grad steers a vast schedule of motorsports events at tracks across the countr...
14/10/2025
Content protection: Getting the right management for your DRM By Neal Romanek
Friday, October 10, 2025 - 10:11
Print This Story
Eluvio power the EPCR'...
Xilinx and Spline.AI Develop X-Ray Classification Deep-Learning Model and Reference Design on AWS Adaptive model enables medical equipment makers and healthcare service providers to rapidly develop trained models for clinical and radiological applications Oct 13, 2020
