
Troves of unwatched surgical video footage are finding new life, fueling AI tools that help make surgery safer and enhance surgical education. The Surgical Data Science Collective (SDSC) is transforming global surgery through AI-driven video analysis, helping to close the gaps in surgical training and practice.
In this episode of the NVIDIA AI Podcast, Margaux Masson-Forsythe, director of machine learning at SDSC, discusses the unique challenges of doing AI research as a nonprofit, how the collective distills insights from massive amounts of video data and ways AI can help address the stark reality that five billion people still lack access to safe surgery.
The AI Podcast How SDSC Uses AI to Transform Surgical Training and Practice Episode 241
Learn more about SDSC, and hear more about the future of AI in healthcare by listening to the J.P. Morgan Healthcare Conference talk by Kimberly Powell, vice president of healthcare at NVIDIA.
Time Stamps 8:01 What are the opportunities and challenges of analyzing surgical videos?
12:50 Masson-Forsythe on trying new models and approaches to stay on top of the field.
18:14 How does a nonprofit approach conducting AI research?
24:05 How the community can get involved with SDSC.
You Might Also Like Cofounder of Annalise.ai Aengus Tran on Using AI as a Spell Check for Health Checks
Harrison.ai has developed annalise.ai, an AI system that automates radiology image analysis to improve diagnosis speed and accuracy, and is now working on Franklin.ai to enhance histopathology diagnosis. CEO Aengus Tran emphasizes the importance of using AI in healthcare to reduce misdiagnoses and improve patient outcomes.
Matice Founder Jessica Whited on Harnessing Regenerative Species for Medical Breakthroughs
Scientists at Matice Biosciences, cofounded by regenerative biologist Jessica Whited, are using AI to study the tissue regeneration capabilities of animals like salamanders and planarians, with the goal of developing treatments to help humans heal from injuries without scarring.
Cardiac Clarity: Dr. Keith Channon Talks Revolutionizing Heart Health With AI
Caristo Diagnostics has developed an AI-powered solution called Caristo that detects coronary inflammation in cardiac CT scans by analyzing radiometric features in the surrounding fat tissue, helping physicians improve treatment plans and risk predictions.
Subscribe to the AI Podcast Get the AI Podcast through Amazon Music, Apple Podcasts, Google Podcasts, Google Play, Castbox, DoggCatcher, Overcast, PlayerFM, Pocket Casts, Podbay, PodBean, PodCruncher, PodKicker, SoundCloud, Spotify, Stitcher and TuneIn.
More from Nvidia
19/03/2026
It's a double feature on GFN Thursday. This week, GeForce NOW offers smoother sights in virtual reality (VR) and a sprawling new land to conquer.
Streaming...
17/03/2026
As AI native applications scale to more users, agents and devices, the telecommu...
17/03/2026
The features on social media apps like Snapchat evolve nearly as fast as what...
17/03/2026
The paradigm of consumer computing has revolved around the concept of a personal...
12/03/2026
Editor's note: This post is part of Into the Omniverse, a series focused on ...
12/03/2026
GeForce NOW is bringing the game to the Game Developers Conference (GDC), running this week in San Francisco. While developers build the future of gaming, GeFor...
11/03/2026
Launched today, NVIDIA Nemotron 3 Super is a 120 billion parameter open model with 12 billion active parameters designed to run complex agentic AI systems at sc...
10/03/2026
Game developers and artists are building cinematic worlds and iconic characters ...
10/03/2026
Game development teams are working across larger worlds, more complex pipelines and more distributed teams than ever. At the same time, many studios still rely ...
10/03/2026
The Cat 306 CR mini-excavator weighs just under eight tons and fits inside a standard shipping container. It's the machine a contractor rents when the job s...
10/03/2026
NVIDIA and Thinking Machines Lab announced today a multiyear strategic partnersh...
09/03/2026
AI is everywhere and accelerating everything - becoming essential infrastructure...
09/03/2026
ABB Robotics and NVIDIA today announced a breakthrough partnership that brings i...
05/03/2026
March is in full bloom, and that means a fresh wave of games heading to the cloud. 15 new titles are joining the GeForce NOW library this month.
Leading the Ma...
28/02/2026
AI-RAN is moving from lab to field, showing that a software-defined approach is ...
28/02/2026
Autonomous networks - intelligent, self-managing telecommunications operations -...
26/02/2026
GeForce NOW's anniversary celebration reaches a chilling crescendo as Capcom...
26/02/2026
GeForce NOW's anniversary celebration reaches a chilling crescendo as Capcom...
24/02/2026
AI is accelerating every aspect of healthcare - from radiology and drug discover...
23/02/2026
As technologies and systems become more digitalized and connected across the world, operational technology (OT) environments and industrial control systems (ICS...
19/02/2026
The GeForce NOW anniversary celebration keeps on rolling, and this week is all about the games that make it possible. With more than 4,500 titles supported in t...
19/02/2026
AI is accelerating the telecommunications industry's transformation, becomin...
17/02/2026
India is entering a new age of industrialization, as AI transforms how the world...
17/02/2026
Agentic AI is reshaping India's tech industry, delivering leaps in services ...
17/02/2026
India is the nexus of AI innovation this week as the host of the AI Impact Summit, which brings together global heads of state and industry to chart the future ...
16/02/2026
The NVIDIA Blackwell platform has been widely adopted by leading inference provi...
12/02/2026
At leading institutions across the globe, the NVIDIA DGX Spark desktop supercomputer is bringing data center class AI to lab benches, faculty offices and studen...
12/02/2026
A diagnostic insight in healthcare. A character's dialogue in an interactive...
12/02/2026
The GeForce NOW sixth-anniversary festivities roll on this February, continuing a monthlong celebration of NVIDIA's cloud gaming service.
This week brings ...
05/02/2026
Break out the cake and green sprinkles - GeForce NOW is turning six.
Since launch, members have streamed over 1 billion hours, and the party's just getting...
04/02/2026
Editor's note: This post is part of the Nemotron Labs blog series, which exp...
03/02/2026
At 3DEXPERIENCE World in Houston, NVIDIA founder and CEO Jensen Huang and Dassau...
29/01/2026
Mercedes-Benz is marking 140 years of automotive innovation with a new S-Class b...
29/01/2026
Editor's note: This post is part of Into the Omniverse, a series focused on ...
29/01/2026
Get ready to game - the native GeForce NOW app for Linux PCs is now available in beta, letting Linux desktops tap directly into GeForce RTX performance from the...
28/01/2026
Quantum technologies are rapidly emerging as foundational capabilities for economic competitiveness, national security and scientific leadership in the 21st cen...
22/01/2026
AI-powered driver assistance technologies are becoming standard equipment, funda...
22/01/2026
The wait is over, pilots. Flight control support - one of the most community-requested features for GeForce NOW - is live starting today, following its announce...
22/01/2026
AI has taken center stage in financial services, automating the research and exe...
22/01/2026
AI-powered content generation is now embedded in everyday tools like Adobe and Canva, with a slew of agencies and studios incorporating the technology into thei...
21/01/2026
From skilled trades to startups, AI's rapid expansion is the beginning of th...
21/01/2026
From skilled trades to startups, AI's rapid expansion is the beginning of th...
15/01/2026
NVIDIA kicked off the year at CES, where the crowd buzzed about the latest gaming announcements - including the native GeForce NOW app for Linux and Amazon Fire...
13/01/2026
NVIDIA and Lilly are putting together a blueprint for what is possible in the f...
09/01/2026
Every that was easy shopping moment is made possible by teams working to hit s...
08/01/2026
The next universal technology since the smartphone is on the horizon - and it ma...
08/01/2026
In the rolling hills of Berkeley, California, an AI agent is supporting high-stakes physics experiments at the Advanced Light Source (ALS) particle accelerator....
08/01/2026
NVIDIA is wrapping up a big week at the CES trade show with a set of GeForce NOW...
07/01/2026
AI has transformed retail and consumer packaged goods (CPG) operations, enhancin...
05/01/2026
At the CES trade show running this week in Las Vegas, NVIDIA announced that the ...