Driving AI Model Training in Healthcare with Intel Xeon and Dell EMC – Intel on AI – Episode 51
Intel on AI20 Apr 2020

Driving AI Model Training in Healthcare with Intel Xeon and Dell EMC – Intel on AI – Episode 51

In this Intel on AI podcast episode: Healthcare workloads, particularly in medical imaging, require more memory usage than other AI workloads because they often use higher resolution 3D images. Deep learning (DL) models developed from these data sets require both high accuracy and high confidence levels to be useful in clinical practice, but this is incredibly data and compute intensive. David Ojika, Research Scientist at the University of Florida, joins the Intel on AI podcast to talk about his research focused on the use of accelerators for machine learning (ML) as well as heterogeneous computing using Intel FPGAs, CPUs, and GPUs for inferencing. He describes a project that he led between Intel and Dell EMC which illustrated how 2nd Generation Intel Xeon Scalable processors with Intel-optimized TensorFlow on a DellEMC PowerEdge server was a very suitable configuration to address 3D models being deployed for medical imaging analytics. David talks about how, with more than 1 TB of system memory available, 2nd Gen Intel Xeon Scalable enable researchers to develop large DL models that can be several orders of magnitude larger than those available on existing DL accelerators. He expresses how this work between the University of Florida, Dell EMC and Intel better enable the use of AI-based medical imaging to help detect and diagnose cancer using MRI and other medical imaging systems and can ultimately help save lives.

To learn more, visit:
intel.ly/memorybottleneck

Visit Intel AI Builders at:
builders.intel.com/ai

Episoder(137)

The AI Growth Engine: Lessons from HubSpot's Kieran Flanagan

The AI Growth Engine: Lessons from HubSpot's Kieran Flanagan

Kieran Flanagan, SVP of Marketing at HubSpot and former CMO at Zapier, unpacks how AI is reshaping go-to-market strategies. He shares real examples of companies transforming customer acquisition and r...

17 Des 202539min

Scaling AI in FMCG: Lessons from PepsiCo Labs

Scaling AI in FMCG: Lessons from PepsiCo Labs

In this episode, we sit down with Anna Farberov, General Manager at PepsiCo Labs, for a wide-ranging conversation on how AI is reshaping one of the world's largest food and beverage companies. Anna sh...

3 Des 202516min

AI Industrialization: The Next Frontier for Global Enterprises

AI Industrialization: The Next Frontier for Global Enterprises

Tomi Virkki, a leader in PMI's technology transformation team, joins the conversation to share how the company is industrializing AI at scale. As one of the architects behind PMI's AI Factory, Tomi ha...

19 Nov 202520min

Open Source, Talent, and Community: The Layers of Miami AI

Open Source, Talent, and Community: The Layers of Miami AI

Miami is emerging as a global hub for artificial intelligence, and at the forefront of this movement is Burhan Sebin, Chief AI Officer at eMerge Americas. In this episode, Burhan takes us inside the o...

5 Nov 202525min

From Cloud Dependency to Local Intelligence: The Future of Accessible AI

From Cloud Dependency to Local Intelligence: The Future of Accessible AI

As AI models grow more powerful, the question of where they run is becoming just as important as what they do. In this episode, Brandon Weng, Co-Founder and CEO of Fluid Inference, unpacks what it tak...

29 Okt 202524min

The Age of With: Rethinking Enterprise Strategy Through Agentic AI

The Age of With: Rethinking Enterprise Strategy Through Agentic AI

Explore how Agentic AI is reimagining enterprise workflows, industry processes, and leadership priorities with Baris Sarer, Global AI Leader for the Technology, Media, and Telecommunications (TMT) Ind...

15 Okt 202533min

Redefining Edge Intelligence: Falcons.AI's Vision for Fast, Secure, and Sustainable AI

Redefining Edge Intelligence: Falcons.AI's Vision for Fast, Secure, and Sustainable AI

AI adoption is moving fast—but making it simple, scalable, and power-efficient is where Falcons.AI stands out. In this episode, Bobbi Stattelman, Chief Operating Officer at Falcons.AI, shares how the ...

8 Okt 202521min

Agentic AI in Action: Transforming Health, Education, and Consumer Experiences

Agentic AI in Action: Transforming Health, Education, and Consumer Experiences

Discover how Agentic AI is reshaping industries that touch lives every day with Stacey Shulman, Vice President and GM of Health, Education, and Consumer Industries at Intel. In this episode, Stacey sh...

1 Okt 202533min

Populært innen Politikk og nyheter

giver-og-gjengen-vg
aftenpodden
aftenpodden-usa
popradet
forklart
lydartikler-fra-aftenposten
stopp-verden
dine-penger-pengeradet
rss-gukild-johaug
det-store-bildet
rss-ness
nokon-ma-ga
hanna-de-heldige
fotballpodden-2
aftenbla-bla
rss-penger-polser-og-politikk
rss-dannet-uten-piano
rss-utenrikskomiteen-med-bogen-og-grasvik
e24-podden
bt-dokumentar-2