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How Open Health Data + AI Can Improve Your Life | Marzyeh Ghassemi | TEDxMIT
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- čas přidán 15. 08. 2024
- If you use technology, you likely already benefit from AI's recommendations for photo sorting, email writing, or driving directions. But would you want an AI to diagnose you? New innovations in AI mean that models can often surpass humans in overall performance, but these models - trained on human data - replicate human biases against subgroups. How do we take AI+Health to the next level? Dr. Ghassemi argues that its all in the data! Dr. Marzyeh Ghassemi is an Assistant Professor at MIT in Electrical Engineering and Computer Science (EECS) and Institute for Medical Engineering & Science (IMES), and a Vector Institute faculty member holding a Canadian CIFAR AI Chair and Canada Research Chair. She holds a Herman L. F. von Helmholtz Career Development Professorship, and was also named one of MIT Tech Review’s 35 Innovators Under 35. Previously, she was a Visiting Researcher with Alphabet’s Verily and an Assistant Professor at University of Toronto. Prior to her PhD in Computer Science at MIT, she received an MSc. degree in biomedical engineering from Oxford University as a Marshall Scholar, and B.S. degrees in computer science and electrical engineering as a Goldwater Scholar at New Mexico State University. Professor Ghassemi has a well-established academic track record across computer science and clinical venues, including NeurIPS, KDD, AAAI, MLHC, JAMIA, JMIR, JMLR, AMIA-CRI, EMBC, Nature Medicine, Nature Translational Psychiatry, and Critical Care. Her work has been featured in popular press such as MIT News, NVIDIA, Huffington Post. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at www.ted.com/tedx
This sounds fine and dandy, but even "anonymised" data can be fingerprinted to specific users if you have enough. Prove thick and thin that the data won't be sold or leaked, and I bet you're onto something.
No one has the control over gathered data. So if someone says "anonymised" he simply lies. Such a important data won't be lost nor will be stripped from most interesting - to whom they belong.
That's where the idea of differential privacy kicks in
To me the title reads, "Give up your basic human rights to a machine, it's for your own good."
yep, i see the formula all over the joint now days and its rapidly growing in places it really shouldn't be. HEY PUBLIC LOOK! shiny wow future thing ''it's amazing'' oh but dam it! that useless system is holding back your better life with its ancient individualism self centered beliefs, all we need is a little bit of you, that's nothing, meaningless because the WORLD will be better.
hole AI actually being able to do what is claimed thing is an utter joke and its not even a secret fringe bit of info, but in order to hide the known danger of using the central tool that must an historically always has lead to devastation in socialism/communism in the current age, the public must think the world is perfectly in line an in complete agreement with a number humans used to represent it. the claim pushed is that AI given the numbers for the ppl going to a house party and it could tell you who you would have the most enjoyment engaging with during set party, 123 and 123 perfect friends. but humans go beyond just not working like that, liking someone in my experience hardly has anything to do with likes dislikes ect the true base of our friend choices is (to stop myself going on) we use MAGIC thats we struggle immensely to outwardly express description
yep, i see the formula all over the joint now days and its rapidly growing in places it really shouldn't be. HEY PUBLIC LOOK! shiny wow future thing ''it's amazing'' oh but dam it! that useless system is holding back your better life with its ancient individualism self centered beliefs, all we need is a little bit of you, that's nothing, meaningless because the WORLD will be better.
hole AI actually being able to do what is claimed thing is an utter joke and its not even a secret fringe bit of info, but in order to hide the known danger of using the central tool that must an historically always has lead to devastation in socialism/communism in the current age, the public must think the world is perfectly in line an in complete agreement with a number humans used to represent it. the claim pushed is that AI given the numbers for the ppl going to a house party and it could tell you who you would have the most enjoyment engaging with during set party, 123 and 123 perfect friends. but humans go beyond just not working like that, liking someone in my experience hardly has anything to do with likes dislikes ect the true base of our friend choices is (to stop myself going on) we use MAGIC thats we struggle immensely to outwardly express description
No way because Privacy is a important part of Freedom.
Can't have freedom if a doctor misdiagnoses you and you die.
@@_justnick stupidity also kills, and yet there is still many alive 😉
uhu, so now we need ai and loads of data to know what is good for you/us ???? You are lost girl.And when and where in history it turned out for the better when we start centralizing data? Maybe the davos group will contact you...
“I want to undermine HIPAA protections.” There, I fixed your title. That will be 5$.
EXACTLY!
Super proud of our legendary Dr. Ghassemi.
Investing in crypto now is very cool especially with the current rise in the market now
Most especially having an expert trader like Mrs Grace
Most intelligent words I've ever heard Crypto is the gold 🥇
Talking about expert Mrs Grace I think she is the best trader I have ever met
I invested $3000 and she made profit of $28,000 for me just in 15 days, her success story is everywhere
Well, this's not my first time of seeing her name on the social platform
No you can keept that
I’m all for this if they guard against racial and gender bias in the programming and historical data
@Yummy Spaghetti Noodles 🙃🙃🙃 ???
But in the USA our insurance prices would skyrocket.
AI is almost always used to decide who will pay more and more and more frequently to decide who should die first.
@@JanKowalski-vj9py I'm something of an AI myself.
handful of rich being able to cherrypick organs they want
No thanks.
This makes great sense. Not sure how humans can overcome bias, especially to AI! But introducing AI in a learning environment at least provides introduction and experience to young minds or those young in industry experience.
Great talk! I am currently writing my master thesis on exactly the topic of designing ethical algorithms - a highly complex and interesting field
Good luck 👍 💓
@@colonelv3513 Thank you! 💙
@@thegentleone8801 й
There is no such thing as an ethical algorithm.
Let AI to write your thesis!
Pro nature and privacy no thanks
Had to comment to say how bad of an idea this is. I'm sorry.
IT'S A TRAP
There are actually a lot of complex concepts in the talk that are glossed over a bit but interesting thoughts and research
The best talk about health statistics. It's meaningful.
Türkçe çevirisi lütfen
How about noooooo
What?
No thanks
What a scam.
Medical data is private. Stay out of our business. You are not wanted or needed
Horrible idea
makes me think of the doctor in Idiocracy
Thanks you very much
I would prefer an AI over a human Dr. I'm fine with sacrificing privacy as long as better legislation is enacted to keep jobs & commerce from discriminating against me for whatever diagnosis
The output of data is used to make rich richer... Why can't we make research journals public 🙂
May Allah reward you for this wonderful work
So you need a woman to have a fcking rug on her head in order to listen her.
@@techaddict4350 So you’re brain dead and incapable of doing basic research to find such a simple answer?
Take a good look. That's how an honorable woman look like. Now go back to watching your mother on only fans.
Vous osez mettre une voilée dans votre chaîne. La honte je me désabonne tout de suite . Dommage
Let's go watching people is very interesting
very true. I know some people find cures for diseases / health conditions that hasn't been wide shared. As a result the patient never has access to this data and thus never cured.
Im so sorry but there is a point it is clear it’s supposed not show
I would love more AI being used for our Health. We already use in our health scans.
Why do I see too much AI propaganda nowadays in TED?
Data
Great talk 👍
Sorry. I prefer to maintain my humanity. You can keep your dystopia
Great Talk! thank you.
Nope 👎🏻
Take whatever she says and flip it and you’ll have the truth and true agendas.
Excellent 👌👍🙏
Love it
Whats with the head gear babe not necessary in the west
First
The best speech🤗🤗🤗🤗🤗🥰
Good video
böyle bir kadin ariyorum evlen mek icin, benim cevremdeki turbanlilar okula gitmemis bilgisis
Need to understand Turkish subtitle🤗
👍👏👏👏👏
Great talk u looks so beautiful ❤
Surprised me how most of the commenters here are so narrow-minded.
Let’s improve the life of a real hero support Julian Assange the man who’s fighting for the truth!
To see a woman who live in the 9th century, talk about modernity and equality it is really terrifying...like north Korea talking about freedom
You sound terrified of a smarter woman than you.
دختر ایرانی بهت افتخار میکنم🥰🤍🕊👑💎🦋
حترم حجابك يافتاتي كوني دايما في الطليعه وفقك زالله
Why cant she just pray to her allah?.
She will, when it's time for prayer. Now it's her time to educate others.
@@4waster I cant take her seriously been a muslim.
@@4waster She is in a contradictory position.
@@4waster I would rather listen to someone who does not believe in fictional characters like Allah and the non-sensical absurd, magic book the quran.
@@thegroove2000
The best answer in comments so far....
Islam to a man is like rabies to a man
Oh, seriously?
Same with Judaism and Christianity
@@kasiar1540 all or them really
No thanks