Despite the feats of modern medicine, as many as 250,000 Americans die from medical errors each year - more than 6 times the number killed in car accidents.
Smart hospital AI can help avoid some of these fatalities in healthcare, just as computer vision-based driver assistance systems can improve road safety, according to AI leader Fei-Fei Li.
Whether through surgical instrument omission, a wrong drug prescription or a patient safety issue when clinicians aren't present, there's just all kinds of errors that could be introduced, unintended, despite protocols that have been put together to avoid them, said Li, computer science professor and co-director of the Stanford Institute for Human-Centered Artificial Intelligence, in a talk at the recent NVIDIA GTC. Humans are still humans.
By endowing healthcare spaces with smart sensors and machine learning algorithms, Li said, clinicians can help cut down medical errors and provide better patient care.
We have to make sense of what we sense with sensor data, said Li. This brings in machine learning and deep learning algorithms that can turn sensed data into medical insights that are really important to keep our patients safe.
To hear from other experts in deep learning and medicine, register free for the next GTC, running online March 21-24. GTC features talks from dozens of healthcare researchers and innovators harnessing AI for smart hospitals, drug discovery, genomics and more.
Sensor Solutions Bring Ambient Intelligence to Clinicians Li's interest in AI for healthcare delivery was sparked a decade ago when she was caring for a sick parent.
The more I spent my time in ICUs and hospital rooms and even at home caring for my family, the more I saw the analogy between self-driving technology and healthcare delivery, she said.
Her vision of sensor-driven ambient intelligence, outlined in a Nature paper, covers both the hospital and the home. It offers insights in operating rooms as well as the daily living spaces of individuals with chronic disease.
For example, ICU patients need a certain amount of movement to help their recovery. To ensure that patients are getting the right amount of mobility, researchers are developing smart sensor systems to automatically tag patient movements and understand their mobility levels while in critical care.
Another project used depth sensors and convolutional neural networks to assess whether clinicians were properly using hand sanitizer when entering and exiting patient rooms.
Outside of the hospital, as the global population continues to age, wearable sensors can help ensure seniors are aging healthily by monitoring mobility, sleep and medicine compliance.
The next challenge, Li said, is advancing computer vision to classify more complex human movement.
We're not content with these coarse activities like walking and sleeping, she said. What's more important clinically are fine-grained activities.
Protecting Patient, Caregiver Privacy When designing smart hospital technology, Li said, it's important that developers prioritize privacy and security of patients, clinicians and caretakers.
From a computer vision point of view, blurring and masking has become more and more important when it comes to human signals, she said. These are really important ways to mitigate private information and personal identity from being inadvertently leaked.
In the field of data privacy, Li said, federated learning is another promising solution to protect confidential information.
Throughout the process of developing AI for healthcare, she said, developers must take a multi-stakeholder approach, involving patients, clinicians, bioethicists and government agencies in a collaborative environment.
At the end of the day, healthcare is about humans caring for humans, said Li. This technology should not replace our caretakers, replace our families or replace our nurses and doctors. It's here to augment and enhance humanity and give more dignity back to our patients.
Watch the full talk on NVIDIA On-Demand, and sign up for GTC to learn about the latest in AI and healthcare.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
01/04/2026
January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION
Douyin Users Can Now Create And Share Videos With Stun...
28/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/01/2026
28 01 2026 - Media release Screen Australia refreshes Market & Audience approach...
28/01/2026
Boston Conservatory Orchestra Premieres a New Piano Concerto by Peter and Leonar...
27/01/2026
Click for Japanese version
Tokyo, Japan - January 27, 2026 - Akamai Technolo...
27/01/2026
L-R: Jonathan Cuchacovich, Sonia Kennebeck, Alan Fischer, Daeil Kim, Andrew Sta...
27/01/2026
Today, Spotify is proud to support our partner Backline, an industry-leading men...
27/01/2026
With nearly 29 million monthly listeners and clear momentum on Spotify, Net n Ve...
27/01/2026
January 14, 2026
We are proud to share that 25 Ontario, First Gulf's commercial project located just two minutes from our head office, has been recognized ...
27/01/2026
January 22, 2026
First Gulf is excited to share that a full-building lease has been secured at 625 Bronte Rd in Oakville, part of Bronte Station Business Park,...
27/01/2026
January 23, 2026
First Gulf continues to demonstrate its commitment to high-performance, sustainable real estate with 351 King Street East achieving BOMA BEST ...
27/01/2026
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......
27/01/2026
Nielsen will continue to drive growth and provide local audience measurement
in...
27/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
27/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
27/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
27/01/2026
Amagi Media Labs Limited, the only cloud-native SaaS provider offering end-to-end solutions across live production, content preparation, distribution, and monet...
27/01/2026
Miri Technologies Inc. today unveiled its V410 live 4K video encoder/decoder for streaming, IP-based production workflows and AV-over-IP distribution. Designed ...
27/01/2026
The Paul E. Tsongas Center at UMass Lowell in Massachusetts has chosen Ikegami cameras for incorporation into its broadcast-quality television production facili...
27/01/2026
SipRadius, specialists in secure, low latency media transport, will show the pro AV community its end-to-end solution for high quality content distribution and ...
27/01/2026
Hiltron will highlight the fruits of its 45-plus years of experience in satellite communications system integration and product development at the annual GovSat...
27/01/2026
Klvr will demonstrate how its Charger Pro solution is delivering cost reduction and performance benefits for live entertainment and pro AV markets at ISE 2026 (...
27/01/2026
Amino, a global media technology leader in enterprise video and digital signage, today announced that its Integrated Systems Europe (ISE) 2026 booth (4N700) wil...
27/01/2026
ANI, India's leading news agency and a major content provider across the Asia Pacific region, today announced a significant expansion of its long standing p...
27/01/2026
Independent analysis confirms faster encoding, lower CPU usage, and improved perceptual quality compared to CBR and CRF
VisualOn, a leader in multimedia playba...
27/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
27/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
27/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
27/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
27/01/2026
New agreement for uninterrupted UHF connectivity for Australian Defence Force through 2033, With Options Extending to 2041
Luxembourg, January 13, 2026 - Satel...
27/01/2026
Tuesday 27 January 2026
SNL UK creative team expands as Pauli Lovejoy, Annie Ha...
27/01/2026
Back to All News
When It Feels Real, Is It Still a Lie? The Art of Sarah' ...
27/01/2026
Back to All News
That Night premiering on Netflix March 13
Entertainment
27 January 2026
GlobalSpain
Link copied to clipboard
DOWNLOAD THE KEY ART
DOWNLO...
27/01/2026
Back to All News
Netflix Revealed the Future of Mexican Stories Coming in 2026
Entertainment
27 January 2026
GlobalMexico
Link copied to clipboard
Among t...
27/01/2026
Back to All News
Four New Japan Titles Announced for 2026: Viral Hit', On...
27/01/2026
Back to All News
What's Next on Netflix from Japan: Expanding the Possibili...
27/01/2026
AI, graphics and virtual software power new production capabilities...
27/01/2026
RT Supporting the Arts is delighted to support a dynamic programme of cultural events taking place across Ireland this February. From visual art, film, music, ...
26/01/2026
Music videos play a huge part in how fans connect with their favorite songs, but...
26/01/2026
NAIDOC launches 2026 theme 50 Years of Deadly , marks major milestone
25 January, 2026
Media releases
The National NAIDOC Committee has today unveiled its...
26/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
26/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
26/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
26/01/2026
Share Share by:
Copy link
Facebook
X
Linkedin
Pinterest
Bluesky
Email...
Despite the feats of modern medicine, as many as 250,000 Americans die from medical errors each year - more than 6 times the number killed in car accidents.
