NVIDIA is collaborating with clinical organizations across Europe to bring AI to the point of care, bolstering clinical pathways with efficiency gains and new data dimensions that can be included in medical decision-making processes.
The University Hospital Essen, in northwestern Germany, is one such organization taking machine learning from the bits to the bedside - using NVIDIA technology and AI to build smart hospitals of the future.
Jens Kleesiek and Felix Nensa, professors at the School of Medicine of the University of Duisburg Essen, are part of a four-person team leading the research groups that established the Institute for Artificial Intelligence in Medicine (IKIM). The technology developed by IKIM is integrated with the IT infrastructure of University Hospital Essen.
IKIM hosts a data annotation lab, overseen by a team of board-certified radiologists, that accelerates the labeling of anatomic structures in medical images using MONAI, an open-source, PyTorch-based framework for building, training, labeling and deploying AI models for healthcare imaging.
MONAI was created by NVIDIA in collaboration with over a dozen leading clinical and research organizations, including King's College London.
IKIM researchers also use self-supervised learning to pretrain AI models that generate high-quality labels for the hospital's CT scans, MRIs and more.
Additionally, the IKIM team has developed a smart hospital information platform, or SHIP, an AI-based central healthcare data integration platform and deployment engine. The platform is used by researchers and clinicians to conduct real-time analysis of the slew of data in university hospitals - including medical imaging, radiology reports, clinic notes and patient interviews.
SHIP can, for example, flag an abnormality on a radiology report and notify physicians via real-time push notifications, enabling quicker diagnoses and treatments for patients. The AI can also pinpoint data-driven associations between healthcare metrics like genetic traits and patient outcomes.
We want to solve real-world problems and bring the solutions right into the clinics, Kleesiek said. The SHIP framework is capable of delivering deep learning algorithms that analyze data straight to the clinicians who are at the point of care.
Plus, increased workflow efficiency - enabled by AI - means increased sustainability within hospitals.
Making Hospitals Smarter Nensa says his hospital currently has close to 500 IT systems, including those for hospital information, laboratories and radiology. Each consists of critical patient information that's interrelated - but data from disparate systems can be difficult to connect or draw machine learning-based insights from.
SHIP connects the data from all such systems by automatically translating it into a description standard called fast healthcare interoperability resources, or FHIR, which is commonly used in medicine to exchange electronic health records. SHIP currently encompasses more than 1.2 billion FHIR.
Once converted to FHIR, the information can be easily accessed by data scientists, researchers and clinicians for real-time AI training and analysis based on NVIDIA GPUs and DGX A100 systems. This makes it possible for labor-intensive tasks, such as liver volumetry prior to living donor liver transplantation or bone age estimation in children, to be performed fully automatically in the background, instead of requiring a half-hour of manual work by a radiologist.
The more artificial intelligence is at work in a hospital, the more patients can enjoy human intelligence, Nensa said. As AI provides doctors and nurses relief from repetitive tasks like data retrieval and annotation, the medical professionals can focus on what they really want to do, which is to be there and care for their patients.
NVIDIA DGX A100 systems power IKIM's AI training and inference. NVIDIA Triton Inference Server enables fast and scalable concurrent serving of AI models within the clinic.
The IKIM team also uses NVIDIA FLARE, an open-source platform for federated learning, which allows data scientists to develop generalizable and robust AI models while maintaining patient privacy.
Smarter Equals Greener In addition to reducing physician workload and increasing time for patient care, AI in hospitals boosts sustainability efforts.
As a highly specialized medical center, the University Hospital Essen must be available year-round for reliable patient treatment, with 24-hour operation times. In this way, patient-oriented, cutting-edge medicine is traditionally associated with a high consumption of energy.
SHIP helps hospitals increase efficiency, automating tasks and optimizing processes to reduce friction in the workflow - which saves energy. According to Kleesiek, IKIM reuses the energy emitted by GPUs in the data center, which also helps to make the University Hospital Essen greener.
NVIDIA is providing all of the layers for us to get the most out of the technology, from software and hardware to training led by expert engineers, Nensa said.
In April, NVIDIA experts hosted a workshop at IKIM, featuring lectures and hands-on training on GPU-accelerated deep learning, data science and AI in medicine. The workshop led IKIM to kickstart additional projects using AI for medicine - including a research contribution to MONAI.
In addition, IKIM is building SmartWard technology to provide an end-to-end AI-powered patient experience in hospitals, from service robots in waiting areas to automated discharge reports.
For the SmartWard project, the IKIM team is considering integrating the NVIDIA Clara Holoscan platform for medical device AI computing.
Subscribe to NVIDIA healthcare news and watch IKIM's NVIDIA GTC session on demand.
Feature image courtesy of University of Duisburg-Essen.
Most recent headlines
04/09/2025
Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...
23/04/2025
In 2024, Thomson's Total Turnout project played a pivotal role in elevating ethical election reporting and strengthening journalist safety in Pakistan.
Wit...
23/04/2025
We heard that you could use a little pick-me-up, so get ready to sh-sh-shake it ...
23/04/2025
WBD's Max viewership climbs 6%, boosted by The White Lotus' and The Pi...
23/04/2025
March shows a further downward trend of time spent watching television; following the February period when winter holidays contributed to a shorter time spent. ...
23/04/2025
During March, audiences in Mexico increased their streaming usage by 2.1 points compared to the previous month, accounting for 24.4% of TV viewing.
Disclaimer:...
23/04/2025
AANHPI audiences over index the total U.S. for share of time spent with Netflix ...
23/04/2025
SAN JOSE, Calif. Roku has announced new TVs, new streaming devices and significant upgrades to its user interface and software platforms that are designed to st...
23/04/2025
COW Job Listing: Opportunity for a Passionate Feature Film Editor - London-Based...
23/04/2025
RM Equity Partners Acquires MAGIX Software, Appoints Robert Rutkowski as CEO to ...
23/04/2025
All Men Are Wicked Western Shot with Blackmagic Design
Brie Clayton April 23, 2025
0 Comments
Blackmagic Pocket Cinema Camera 4Ks were put to the test...
23/04/2025
NEW YORK Warner Bros. Discovery captured the largest monthly viewership increase among media distributors in March, according to Nielsen's latest Media Dist...
23/04/2025
MIAMI, Fla. Hemisphere Media Group has inked a deal with Samsung to launch WAPA+ as a FAST channel on Samsung TV Plus, a free TV streaming service that comes pr...
23/04/2025
HEBDEN BRIDGE, U.K. Calrec Audio has promoted Sid Stanley to managing director. Stanley, who joined the company in July 2018 as general manager, has been instru...
23/04/2025
WASHINGTON Federal Communications Commission Commissioner Nathan A. Simington has announced a series of staff appointments made in March and April 2025, includi...
23/04/2025
WASHINGTON The Federal Communications Commission has set its agenda for the Monday, April 28, 2025 Open Meeting, which is scheduled to start at 10:30 a.m. in th...
23/04/2025
COW Job Listing: Full-Time Video Editor, Remote
Brie Clayton April 22, 2025
0 Comments
Full-Time Video Editor
April 23, 2025COW Job Listing: Opportu...
23/04/2025
Berklee Abu Dhabi's Jazz Night Kicks off Global Celebration of Music and Cul...
23/04/2025
The E.W. Scripps Co. said it was shutting down its Scripps News over-the-air channel effective November 15 and eliminating at least 200 jobs....
23/04/2025
Audio Helps Chess.com Checkmate Cheating Matches are produced using REMI workflows By Dan Daley, Audio Editor
Wednesday, April 23, 2025 - 7:00 am
Print Th...
23/04/2025
Tech Focus: Intercoms, Part 1 - Key to Onsite, REMI, Hybrid Operations Intercoms keep increasingly disparate production locations together By Dan Daley, Audio ...
23/04/2025
Speaking my language: Bringing AI to the fore with real time audio translation f...
23/04/2025
Back to All News
Netflix Drops Trailer for Crime Drama Secrets We Keep, Set in ...
23/04/2025
Back to All News
World Book Day: Netflix Announces New TV Adaptations and Impac...
23/04/2025
Comscore to Announce First Quarter 2025 Financial ResultsRESTON, VA, April 23, 2025 Comscore, Inc. (Nasdaq: SCOR), a trusted partner for planning, transacting...
23/04/2025
In an email to RT staff today, RT Director-General, Kevin Backhurst confirmed that RT 's Voluntary Exit Programme (VEP) 2025 is open from today, Wednesday...
23/04/2025
RT will air live coverage on television, radio and online of the funeral of Pope Francis which takes place this Saturday, 26 April 2025.
Beginning at 8.30am o...
23/04/2025
As AI models evolve and adoption grows, enterprises must perform a delicate balancing act to achieve maximum value.
That's because inference - the process ...
23/04/2025
Financial services has long been at the forefront of adopting technological innovations. Today, generative AI and agentic systems are redefining the industry, f...
23/04/2025
Facebook
Twitter
LinkedIn
Enables Michelin to focus on development of its ...
23/04/2025
AI is rapidly reshaping what's possible on a PC - whether for real-time image generation or voice-controlled workflows. As AI capabilities grow, so does the...
23/04/2025
An AI agent is only as accurate, relevant and timely as the data that powers it....
23/04/2025
April 23 2025, 02:00 (PDT) Dolby Ushers in the Future of In-car Entertainment at Auto Shanghai 2025
Dolby and industry partners demonstrate robust momentum ...
22/04/2025
Chloe Sevigny at the Magic Farm premiere (photo by Michael Hurcomb/Shutterstock for Sundance Film Festival)...
22/04/2025
Music has the power to connect us to one another and to the world around us. Spotify is once again teaming up with the Museum for the United Nations - UN Live&#...
22/04/2025
Spotify has an unwavering commitment to supporting emerging artists across all g...
22/04/2025
This year marks the 55th anniversary of Earth Day, celebrated annually on April 22. On Spotify, listeners can explore a world of stories about our planet in our...
22/04/2025
McAvaney takes the lead for SBS' Coverage of the World Athletics Championshi...
22/04/2025
Virtual idols are poised to revolutionize entertainment, with the market projected to top $4 billion by 2029. Crafted with motion capture and game engine techno...
22/04/2025
As the audiovisual (AV) industry rapidly evolves, educational institutions are preparing the next generation of AV professionals for the future. Singapore Polyt...
22/04/2025
DENVER A new survey highlights just how important streaming has become in the entertainment landscape. Data compiled by Adtaxi shows streaming isnt just an alte...
22/04/2025
Samsung TV Plus has announced that it is now offering nearly 700 streaming channels in the U.S. more than any of the other major FAST platforms, the streaming s...
22/04/2025
PORTSMOUTH, N.H. New findings from Hub Research's latest survey on sports and television coverage reveal Amazon may have cracked the code of how to use tech...
22/04/2025
DETROIT Rockbridge Growth Equity has sold a controlling stake in GSTV to MidOcean Partners. Rockbridge will retain a minority stake in the video network which i...
22/04/2025
ATLANTA Gray Media has promoted Dana Neves to senior managing vice president, overseeing a number of Gray's television markets in the Northeast and Mid-Atla...
22/04/2025
The Infrastructure of Creative Flow: DigitalGlue's creative.space Wins NAB 2...
22/04/2025
iZotope unveils Equinox: the ultimate reverb plugin for Post and Music productio...
22/04/2025
Every way to export transparent videos from After Effects
Graham Quince April 21, 2025
0 Comments
In this video, I break down each way you can export ...
22/04/2025
April 22nd, 2025 Press Materials Available Here
Tribeca Festival 2025 Announces Short Film Lineup
Featuring How I Learned to Die Executive Produced by Osca...
NVIDIA is collaborating with clinical organizations across Europe to bring AI to the point of care, bolstering clinical pathways with efficiency gains and new data dimensions that can be included in medical decision-making processes.
