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How did a proprietary AI get into hundreds of hospitals - without extensive peer reviews? The concerning story of Epic's Deterioration Index
diginomica.com ^ | September 2, 2021 | Neil Raden

Posted on 09/17/2022 10:00:10 PM PDT by ransomnote

Summary:
How is it possible for proprietary AI models to enter patient care, without extensive peer reviews for algorithmic transparency? That's a question we should be asking about Epic's Deterioration Index, which has been utilized for several use cases, including COVID-19 patient risk models.

The conversation about machine learning development largely centers on how individual organizations proceed - and whether they use adequate data, methods, algorithms, transparency, and a process that guarantees models do not go into production until they are tested and vetted.

At the other end of the spectrum are AI models developed by Google and Facebook that are completely opaque, which is a different problem. But a third level between the two doesn't get the scrutiny it should - custom models developed by a third party, and given as an "enhancement" to existing licensees.

Epic Systems Corporation, or Epic, is a privately held healthcare software company. According to the company, hospitals that use its software held medical records of 54% of patients in the United States and 2.5% of patients worldwide in 2015. In terms of market share, as per Wikipedia, Epic holds 31% of the US EHR  (Electronic Health Records) share for acute care hospitals, ahead of all others, including Cerner at 25% (as of May 2020). More than 250 million patients' have electronic records in Epic. 

Epic celebrated its 40th anniversary in March 2019. It had around 10,000 employees globally and generated about $2.9 billion in annual revenue. The company reports 40 percent of operating expenses are invested in research and development.

Founder and CEO of Epic Judy Faulkner unveiled a new data research initiative and software during the Epic User Group annual meeting on Aug. 27 2020. She highlighted the Cosmos program, which is designed to mine data from millions of patient medical records to improve research into treatments. The program gathers de-identified patient data from 8 million patients at nine health systems, and 31 more organizations have signed on to participate. The company also announced new products focused on letting physicians write shorter notes and voice recognition software.

MORE AT LINK: How did a proprietary AI get into hundreds of hospitals - without extensive peer reviews? The concerning story of Epic's Deterioration Index

 



TOPICS: Miscellaneous
KEYWORDS: ai; algorithms; clickbaitadspam; covid; deteriorationindex; epic; frheldransom; healthcare; healthcarealgorithms; hospitals; killinggrandma; managingcosts; qvirusbraindamage; technology; thanksransomnote; transparency
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I believe they weaponzied EPIC by design. In other words, the hospitals were offered the software to manage medical records efficiently, without being told it was part of an Artificial system. I think it's intended to link into the Social Credit system and monetary system and...well...everything else.

And here EPIC.com says they are Artificial Intelligence.


1 posted on 09/17/2022 10:00:10 PM PDT by ransomnote
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To: ransomnote

What could possibly go worng:)


2 posted on 09/17/2022 10:07:59 PM PDT by Ken H (Trump /DeSantis)
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To: ransomnote

How? Easy, it’s less work if the doctors and staff just respond to a black box that tells them what to do.


3 posted on 09/17/2022 10:16:59 PM PDT by glorgau
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To: ransomnote

EPIC has been around and used in many hospitals for at least a decade and a half.
“Updates” to a system are not going to be examined in any great detail.

You could hire most anything in there and no one would question it


4 posted on 09/17/2022 10:22:27 PM PDT by Nifster (I see puppy dogs in the clouds )
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To: glorgau

Not really. Doctors and nurses are still responsible for their own license. Hence you will get people questioning orders


5 posted on 09/17/2022 10:24:21 PM PDT by Nifster (I see puppy dogs in the clouds )
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To: All

How? Because the prior medical record/pharmacy software sucked...”Meditech” in the case of my RN wife’s hospital. Not rocket science.

https://klasresearch.com/report/us-hospital-emr-market-share-2019-significant-movement-in-every-market-sector/1454


6 posted on 09/17/2022 10:28:02 PM PDT by Drago
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To: Jane Long; grey_whiskers; metmom

PING


7 posted on 09/17/2022 10:36:12 PM PDT by ransomnote (IN GOD WE TRUST)
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To: Ymani Cricket

Judith R. Faulkner is an American billionaire, and the CEO and founder of Epic Systems, a healthcare software company located in Wisconsin. Faulkner founded Epic Systems in 1979, with the original name of Human Services Computing. Wikipedia


8 posted on 09/17/2022 10:51:38 PM PDT by ransomnote (IN GOD WE TRUST)
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To: ransomnote
How did a proprietary AI get into hundreds of hospitals?

It just opened the pod bay doors and went in by itself?

I wonder how many ICU patients have "mysteriously" flatlined since the AI seized control?

"Daisy, Daisy, give me your answer, to!"

Regards,

9 posted on 09/17/2022 11:09:27 PM PDT by alexander_busek (Extraordinary claims require extraordinary evidence.)
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To: ransomnote
Epic holds 31% of the US EHR (Electronic Health Records) share for acute care hospitals, ahead of all others, including Cerner at 25%

Oracle is buying Cerner for $28 billion.

Larry Ellison of Oracle is the only Big Tech billionaire, other than Peter Thiel, who is pro-Trump.

Sets up an interesting battle ahead.

10 posted on 09/17/2022 11:11:01 PM PDT by montag813
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To: ransomnote

Trans?


11 posted on 09/17/2022 11:54:06 PM PDT by exnavy (Grow your faith, and have the courage to use it.)
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To: ransomnote; null and void; Roman_War_Criminal

All part of implementing the one world system, ala the end times.


12 posted on 09/18/2022 12:16:05 AM PDT by metmom (...fixing our eyes on Jesus, the Author and Perfecter of our faith….)
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To: ransomnote

Bump for later reading...


13 posted on 09/18/2022 12:17:10 AM PDT by SuperLuminal
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To: exnavy

That was my thought.


14 posted on 09/18/2022 12:17:22 AM PDT by metmom (...fixing our eyes on Jesus, the Author and Perfecter of our faith….)
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To: metmom

I am trusting hospitals and doctors less and less, oh and pharma, too.


15 posted on 09/18/2022 2:39:34 AM PDT by exnavy (Grow your faith, and have the courage to use it.)
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To: exnavy

I was curious too, but she was born a woman apparently, poor thing.
https://en.wikipedia.org/wiki/Judith_Faulkner


16 posted on 09/18/2022 3:21:56 AM PDT by Doctor Congo
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To: Ken H

17 posted on 09/18/2022 3:26:05 AM PDT by Bratch
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To: Doctor Congo

https://ballotpedia.org/Judith_Faulkner

President Obama appointed Faulkner to the Health IT Policy Committee in 2009 where she served until 2014. Faulkner served as a representative of health IT vendors. Faulkner was also part of a White House assembled team of experts tasked by the Office of the National Coordinator for Health Information Technology (ONC) to examine privacy and security in healthcare IT.

As of February 2016, Faulkner has given $91,500 to the Democratic National Committee (DNC), since 2004. Since 2009, she has given $112,000 to the Democratic Congressional Campaign Committee (DCCC). Faulkner has also donated thousands to Democratic Party state organizations in states such as Florida, Michigan, North Carolina, Ohio, Pennsylvania, and Wisconsin.

Political candidates to whom Faulkner has donated include the following: U.S. Sen. Tammy Baldwin (D), former U.S. Sen. Russ Feingold (D), President Barack Obama, U.S. Rep. Paul Ryan (R), and U.S. Sen. Elizabeth Warren (D).


(notice the contribution to Paul Ryan)


18 posted on 09/18/2022 3:26:27 AM PDT by Doctor Congo
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To: ransomnote

ITZ A DUDE! A MENTALLY ILL DUDE!


19 posted on 09/18/2022 4:17:51 AM PDT by griffin (When you have to shoot, SHOOT; don't talk. -Tuco)
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To: metmom

>> All part of implementing the one world system, ala the end times.

Bingo

Daniel 7:23


20 posted on 09/18/2022 4:22:12 AM PDT by Nervous Tick (Truth is not hate speech.)
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