IBM's Watson Used In Life-Saving Medical Diagnosis (businessinsider.co.id)
"Supercomputing has another use," writes Slashdot reader rmdingler, sharing a story that quotes David Kenny, the General Manager of IBM Watson:
"There's a 60-year-old woman in Tokyo. She was at the University of Tokyo. She had been diagnosed with leukemia six years ago. She was living, but not healthy. So the University of Tokyo ran her genomic sequence through Watson and it was able to ascertain that they were off by one thing. Actually, she had two strains of leukemia. They did treat her and she is healthy."
"That's one example. Statistically, we're seeing that about one third of the time, Watson is proposing an additional diagnosis."
"That's one example. Statistically, we're seeing that about one third of the time, Watson is proposing an additional diagnosis."
Reads like an IBM ad.
Enough to see all these thinly-veiled ads, but it'd be nice to see Watson be proved wrong.
Twitter supports and protects racists - by smearing their critics with the "Hate Speech" label.
Leaving aside IBM plugging Watson, which is just them trying to market a brand into healthcare, the actual Leukemia detection was DNA sequencing with abnormalities correlated to research papers.
That in turn suggested she was pre-disposed to Myelodysplastic cancers, and needed blood transfusions, and other support drugs.
It looks like IBM wants to perform the middle-man deception on an epic scale here. Where the 'expertise' is being presented as IBMs when in fact its just searching others research papers with a not-very good language parser to grab references to the gene from the documents.
Kenny says that what Watson is not just being used to cure cancer, "but to just recommend what you should watch next" and even to recommend âoewhat ad you you should watch next."
That's what Watson is really being used for, fucking advertising. And it didn't "cure" cancer, either.
.. did not know it would pop up so prominently on /.
My personal opinion is most doctors are probably pretty bad at diagnosing non-obvious issues. We do not actually need Watson to replace the doctors. We need Watson as another opinion who looks at the data in another way, and can usefully point to the long tail of uncommon to rare things that have a statically reasonable likelihood of being relevant. Many of these uncommon things, why would expect a doctor to actually be competent at diagnosing them? When would they have built that kind expertise?
Taking TFA at face value, the doctors were ignoring data right under their noses. Watson found it by simply looking. It is not a matter of Watson have some magical genius. It is a matter of Watson being simply and thoroughly competent at many, many easy things that most doctors can never be expected to learn.
I had 4 ailments. My primary care doctor was correct about one of them, and wrong about the other three. My other specialist doctors (ENT and 2 GI doctors) were also wrong about one of them. I, a non-medical person, was right about the other 3.
Therefore I conclude that doctors are idiots and health insurance is a waste of money.
But more seriously, do your own research and fight for yourself.
Doctor time is very expensive, and there are a lot of doctors. If there is a computer program, which can make an individual doctor a small amount better, a somewhat worse doctor might be able to suffice. Maybe in the future, there will be nurse practitioner oncologists, whom can use MRIs, xrays, tumor sequencing, and Wastons to do the grunt work on cancer patients, while the super expensive oncologist will sign off, or disapprove on treatments.
Is /. still affiliated with Business Insider? .co.id site?
Why are we looking at a story about an IBM machine being used by UTokyo on BI's
Not saying it's not a valid story, just curious.
How much does it cost?
I'm asking because it cost me $4,000 out-of-pocket to merely identify if my uncommon, congenital disorder is the really bad kind or just the somewhat inconvenient kind (it was the latter).
Doing a differential analysis must cost a boatload of cash on top of this.
Kriston
"You've got leprosy, goodbye."
No, the doctors were not ignoring anything. They a) treated her cancer, b) tested for secondary cancers when she didn't recover, that test was negative, then c) DNA gene sequenced her to see if she was pre-disposed to cancers that would otherwise be undetectable after chemo or radiation therapy, which is where Watson came in. As a search engine. Not a second opinion, its simply a lookup engine.
Maybe they should use a DNA lookup without all the IBM baggage next time doctors! IT departments long ago realized that IBM is corporate cancer.
http://www.japantimes.co.jp/news/2016/08/11/national/science-health/ibm-big-data-used-for-rapid-diagnosis-of-rare-leukemia-case-in-japan/
"She underwent chemotherapy at the hospital, which successfully attacked the cancer cells.
"However, her recovery from post-remission therapy was unusually slow. Tojo said this led doctors to suspect a different type of leukemia, though conventional tests failed to show any sign of it.
"That was when the institute turned to IBM’s Watson, a cloud-based AI-powered computer system that has ingested tens of millions of oncology papers and vast volumes of leukemia data made available by international research institutes.
"To find out more about the cause of her illness, the researchers supplied the woman’s genetic data, and Watson cross-checked it with the database, detecting gene mutations that are unique to a particular type of leukemia."
Leukemia is not a virus, or an animal or plant species...
Perhaps they mean "types" of leukemia, but it is hard to imagine that her docs missed that. Oh and so they just decided to "treat both strains" of leukemia and now she's great! something doesn't sound right here...
Human superiority.
I think this will end up being one of strengths of computer diagnosis.
I've observed a similar situation in computer repair. Nearly anyone with a bit of experience can troubleshoot an issue, but when there are two problems with effects that overlap most people struggle to figure it out what is going on. Most 2+ issue examples I've seen others tackle end up either 1) going unsolved, 2) deferring to an expert (or studying until they become expert in the subject), 3) and lastly spending a ridiculous amount of time on trial & error until nearly every effort has been exhausted and finally something that can be observed changes for the better.
Whereas an algorithm will have no issue with it ( 30% change of A, 60% B, and 76% A & B). This sort of thing won't replace humans, but when used as a tool by a human it will get you much farther than doing it by hand.
You swallow a chess piece and it can tell you how many moves left till checkmate.
How much does it cost?
Wait 18 months. If it's not cheap enough "out-of-pocket", then wait another iteration until the tech is ubiquitous.
How much does it cost?
And for fucks sake, get your country single payer, universal health coverage already.
Humans don't get practice sessions, neither should Watson.
Twitter supports and protects racists - by smearing their critics with the "Hate Speech" label.
There's a 60-year-old woman in Tokyo. She was at the University of Tokyo. She had been diagnosed with leukemia six years ago. She was living, but not healthy. So the University of Tokyo ran her genomic sequence through Watson and it was able to ascertain that they were off by one thing. Actually, she had two strains of leukemia. The did treat her and she is healthy.
This is one anecdote by David Kenny, General Manager of IBM Watson, who has no medical expertise. He's a computer salesman and this is his pitch. Have you ever heard of a computer salesman making a promise that turned out to be an exaggeration?
This is the kind of story I used to see about miracle cures from vitamins or fad diets or Burzynski's Clinic: a vague description ending in a miraculous cure that is impossible to verify.
Kenny doesn't even describe the case. She had "leukemia." What kind of leukemia? There are at least 4 major types of leukemia, and many subtypes.
Some of them have effective treatments, some of them don't.
Some of them have a median survival of 6 months, some of them have a median survival of 20 years. Since she's been alive for 6 years she doesn't have the most deadly type.
It looks as if they found a mutation which suggested that one drug would be more effective than another, which is routine these days. You don't need a supercomputer to do that. You do need a randomized, controlled trial to see if using Watson actually leads to better survival than doctors can get without Watson.
She's healthy? What does "healthy" mean? What does "not healthy" mean? Those aren't medical terms.
If they're serious about this, publish in a medical journal.
What happens when Watson comes to the conclusion that single payer health care would save more lives than the current US health system?
Yeah, they should do a DNA lookup with Microsoft, Google, Amazon, Oracle, and/or Red Hat, non-exclusive baggage. Gotta get the DNA lookup software from somewhere!
IBM is crowing about saving peoples' lives. Microsoft is crowing about what is probably a couple of people switching from Mac to Surface.
Before the BSOD there was the Dr. Watson error....
"...ran her genomic sequence through Watson..." could we maybe get a little detail on that? its sort of a complicated thing to do with a ton of variables