Assertion Supported AI assessment confidence: 95% certainty 5/5 debate potential 1/5

Butte: University of California holds raw EHR data on 15 million patients

Atul Butte · a16z Podcast | Breaking Into Bio · Jan 2, 2019 · at 39:55

Dr. Atul Butte, Professor and Director of the Institute for Computational Health Sciences at UCSF, discusses the scale of US academic medical data compared to smaller international health systems.

0:00 / 0:15exact quote · 15.9s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“We have fifteen million at the University of California. We have a total of fifteen million patients that we have raw EHR data on. So that's every drug, every dose, every vital sign. Every lab test result for fifteen million people, so that's about five percent of the U.S. Population gets some care at the University of California.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Atul Butte

Insight
Butte: Pitching AI as a doctor replacement immediately alienates healthcare customers
“I think there are other kind of silly things that companies do sometimes that are unnecessary, like say things like physicians are going away, right, with AI and deep learning. Yeah, the greatest way to Make us not want to accept your product, right? That kind…”
Atul Butte Jan 2, 2019 ▶ 4:12 a16z Podcast | Breaking Into Bio
Insight
Butte: Healthcare startups should target community hospitals before Stanford or UCSF
“There are other hospitals around here, medical systems and practices that are not Stanford and UCSF, and that's the first account you should try to get, not Stanford and UCSF.”
Atul Butte Jan 2, 2019 ▶ 5:35 a16z Podcast | Breaking Into Bio
Insight
Butte: Healthcare inefficiency is driven by systemic resistance, not friction
“Friction is the wrong model for what needs to get fixed in the healthcare system. It's resistance. Somebody makes every dollar in the 3.2 trillion dollar economy here. They like making that money.”
Atul Butte Jan 2, 2019 ▶ 33:36 a16z Podcast | Breaking Into Bio
Insight
Butte: Early-stage healthcare startups cannot serve both payers and providers
“Either you're going to go after providers or payers. You're rarely going to do both as a startup.”
Atul Butte Jan 2, 2019 ▶ 34:08 a16z Podcast | Breaking Into Bio
Disclosure
Butte: I forbid my academic lab members from entering ML competitions
“I forbid anyone in my lab to enter those competitions, because that's playing someone else's game.”
Atul Butte Jan 2, 2019 ▶ 25:05 a16z Podcast | Breaking Into Bio
Opinion
Butte: Small nation healthcare datasets deliver less impact than the US market
“Yeah, you could go to Estonia and Denmark and all these great places that have great data sets, but they're also small, and for impact, they may not have the same impact As it would have in our crazy healthcare non-system here.”
Atul Butte Jan 2, 2019 ▶ 40:22 a16z Podcast | Breaking Into Bio
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 1,000 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.