When Biology Meets Computer Science
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- Опубліковано 1 лис 2021
- Anne Carpenter, a computational biologist and senior director of the Imaging Platform of the Broad Institute of MIT and Harvard, brings the power of machine learning to researchers seeking answers in mountains of cell images. She developed CellProfiler, a widely used open-source software for measuring phenotypes (sets of observable traits) from cell images. It has been cited in more than 12,000 publications since its release in 2005.
Read more at Quanta: www.quantamagazine.org/her-pr...
Quanta Magazine is an editorially independent publication supported by the Simons Foundation. - Наука та технологія
Read the full interview with Anne Carpenter at _Quanta Magazine_ :
www.quantamagazine.org/anne-carpenters-ai-tools-pull-insights-from-cell-images-20211102
We ask physicists to use graphics computers to explain The ten theories related to string theory (such as F-theory and super gravity and D-brane theory and M2-brane and M5-brane and NS5-brane and Phenomenology and Matrix theory and AdS/CFT correspondence and mirror symmetry ) in order to provide visual explanations about the functions of theories in the emergence of universes and states of energy and matter in the universe and black holes
(We ask physicists to use artists to create animations to provide visual explanations about the functions of these ten theories in the genesis of the universe and black holes)
Please send these requests to physicists and publish explanation videos translated into Arabic on UA-cam
It is a well known law of the universe, that after a scientist says "mitochondria." They must follow up with these words, "The powerhouse of the cell." Jokes aside thank you very much for the educational video.
string = input(“What is the well known law of the universe?”)
counter = 0
while counter == 0:
if string == ‘mitochondria’ or ‘Mitochondria’:
print(string, ”is the powerhouse of the cell.”
counter = 1
else:
print(“You must know what the law is. Try again.”)
I want to see a science teacher have a stroke when a student asks, "What's a powerhouse?"
@@mattheweleazar8025hahahaha clever
That is great! I graduated med school in 2019 and on the next Saturday I'll begin a bootcamp in data science. It feels great to listen to a person with a somewhat similar path.
why did you go from med to tech bootcamp?
This channel is severely underrated, never in a 1000 years would I find myself watching videos like this but now it’s all I watch
My brother is an absolute pro in image analysis. He studied physics, went into biology at EMBL and ended doing image analysis with zebra fish (cells). I also had enough luck to do automated image segmentation of E. coli cells, which in my former group is aimed to be automated. I used a neural net to generate some cool features that could then be used to quantify certain phenotype traits and expression levels of proteins.
I'm so excited to be studying this stuff, imagine the future of bioinformatics :o
I have always had an interest in Biology but I have been working with computers all my life because of ease of access and I have a great aptitude with it. But the last few years I have really been into learning myself more about Biology and have even an idea for a business. I have no formal education, but I am a learner by heart
Im the opposite! I’ve always had an interest in computers, how they work, run, and the capabilities of programming and coding but I know jack all about it. I’ve done tertiary education on biology though :/
"Mitochodria - power house of the cell..."
Yeah I knew that. I'm somewhat of a Biology meets Computer Science myself.
She didn't miss the part that mitochondria is the powerhouse of the cells. Kudos to her research by the way!
wow, I'm super impressed. thanks! Anne is great inspiration
I totally agree that the multidisciplinary research centers can come with great results. I am personally student of cybernetics on the University of West Bohemia in Pilsen (CZ) and a research center NTIS located on the university is a complex of IT offices, electrotechnical laboratiories and a biological laboratory. And people from different fields often work together on same projects.
Im majoring in CS because I want to work in computational biology like this
Same !!!!
Thank you Dr. for your hard work
This is so inspiring!
Being a computer science student, I wish her success.
Really inspiring!
Amazing to hear about possible solutions for mental health illnesses!!!🎉🎉🎉🎉 please keep going
Awesome finding 👏
Finally, I found someone with similar interests. 😊
Knowing what you're looking for seems a step closer than many others.
Good luck on your quest guy.
😌
🙏
Evidently, there is much to be gained via research into mitochondrial dysfunction. A promising field of research indeed!
In situ vs in vitro, cool premise but working with cells isolated on a dish vs in a dynamic system is very different.
This is awesome!!!
+1 for the mitochondria meme reference
Awesome.
The same with me, but for me I wanna study like all these together, bio and chemistry not in med but like food, energy, cosmetic kinda sector with CS and business...
I love both too and this woman rocks !
Anne Carpenter is my hero
Wow this is cool!
Identifying psychosis via the structure of their cells sounds far more like correlation rather than causation. While furthermore, how does one if the structure of the cell is the cause or the symptom.
That’s awesome!
Yo, this seems pretty cool. Maybe I should think about going into this
2:25 “Hmmm… yes I believe it is a human skull.”
Interdisciplinary study is the only way forward now in any direction in any domain
automation will get you hooked every time
great .....
I am currently doing a training in identification and annotating breast cancer cells from the tissue samples if the patients to feed the AI how to identify the various cancer cells in a tissue culture. My mind is so hay-wired to that, that when she was showing the microscopic images at 2:06 , I subconsciously identified a very early stage cancer cell in it.. 😂😂
Thank you for works there is abnormalities.... eat,sleep,exercise avoid trouble. Got it finally a real answer for real people and purpose 🙏 🙌 💯 ✨ 😌
Great
You're saying it like it's not a big deal but you CAN IDENTIFY MENTAL ILLNESS THROUGH SKIN CELLS? That has huge implications! Incredible.
Of course, it is not necessarily true that everyone with an abnormal mitochondrial distribution in some of their skin cells has a mental illness, nor even that everyone with a mental illness - even a particular type - has an abnormal mitochondrial distribution in some of their skin cells. A *lot* more research would have to be done.
Eureka! My calipers tell us the shape of a skull tells us everything we need to know about mental illness, race, gender, and intelligence! /s
This is crazy
I'm such a cynic that after beaming from ear to ear at how amazing this was.. I immediately recognised 5 different dystopian ways this could be misused &started feeling depressed🤦🏾♂️
we need to rethink the idea of software computation automaton robotics in sense of biology and the orientation of charge to attractand and reppelants in molecular bindings to that of computational logic thinking of the binding and unbinding as that of logic instrucitons that is also engine or drives computaiton as well. think of electricity as quantized computaitons between bindings forming and bindings broken. when we look at how electrons behave when molecules forms or breaks we would see in arangement of such behvior quantized electric potentials that behave as electrical switches that can be read as as a simular structure to that of computer code or robotic operations from a music box.
i love how a phd in biology can't help herself and says "the powerhouse of the cell" whenever she says mitochondria as well :D
Love you
I am big biology fan
Psychosis patients have disordered mitochondria. But only treating the symptoms is it also going to treat psychosis ?
We have no idea, you are right to be skeptical! There are many steps: for example, first: find potential drugs that can reverse this cell phenotype, and second: see whether such a chemical can treat symptoms in the whole organism (and if so, in what subset of patients). Drug discovery is not simple or straightforward (and usually fails!) so we have to celebrate the promising results when they come.
When the magi done?
One could argue She is more of like making use of computer science tools to study Biology, rather than actually doing computer science.
Coding /programming is an activity /tool.
Computer science is an academic discipline like physics or Maths (which is rooted in maths). A lot of Computer Scientists never even write a single line of code, many are Mathematicias.
Software Engineering is a different thing from Computer Science. It is just an application like Mechanical engineering vs Physics
Now if you use NMR /xray crystallography in biology, you're not doing physics, rather using tools of physics to study Biology.
That is why i hate when she says she made transition to computer science. If she was actually developing some mathematical modeling or algorithms for biological study then you could say sshe was doing computer science
Using a software that software engineers already made is not really doing computer science
Biology has always been a logic energy science, it has kinetic and potential energy, only liquid based.
MITOCHONDRIA ARE really cool…
Spoiler : Schrödinger's cat.
If your dataset isn't > 0.5Billion you are looking at background noise.
Real life Caitlyn Snow 😮
This Week In Machine Learning if you're interested in critical interviews about applying computer science techniques to biology. Science journalism must foster scientific debate, infuse ethics and dissenting views, validate the vaporware, puncture the press release, and integrate narrow lab work into broader pro-social lenses: sociological, anthropological, economic, political, etc. This uncritical interview functions as an ad for a lab and a career. Copy paste press release journalism harms the scientific process.
I agree
The title is heavily misleading. There's nothing about CS and not much about biology.
It's algorithmic image analysis of cellular images, I mean how is the title misleading?
@@deadbzeus because she is just writing a script rather than developing any algorithms..using tools made by others is not computer science
Its like using xray crystallography and saying your doing physics
Someone tells me this is Bioinformatics engineer ?
Isn’t this just bioinformatics?
There hasn't been too much in the way of machine learning and cell imaging yet. The imaging part is what's big
Forgot the computer 🖥 😑 😐 alittle help from the machine 😅
wow, this is still very "stone age" O_o
But why can't computer science meet biology?
getting into CS from other discipline is quite easy than doing vice versa
@@borgir6368 if that was the case then why does computational bio programs only care about your cs background and can care less about your bio background lmao?
@@borgir6368 really?
Its rather learning how to program is easy
Most bio students wouldn’t even dare to get into core fields of AI, Theoretical Computer Science ( which is basically pure maths) . They don't have mathematical skills and these fields at core are extremely mathematical with probably much much more abstract concepts than in Biology probs.
Its like how physicists can invade Biology but the opposite switch is rare because mathematical concepts are arguably said to be harder to gain
Programming =\= computer science
These people just use libraries built already without actually having to deal with core mathematics (which would be a Very tough ask)
In hell?
She created a script for the microscope and calls it computer science? lol
she said that's what got her into the realm of computer science. no need to be an as$hole.
Exactly
Total bs. More like programming would been more suitable
If she dived bit into maths, logic and built some algorithms maybe then you could label it computer science
All praise to Jesus.!💞
Apocalyptic catastrophy
The giddy eagle nally smile because deal july continue but a sore brain. wet, noiseless minute
First viewer
Ok but please just be careful if you're given funding by a company that may or may not be a proxy for the NIH, which directs you to focus your research on what may or may not be an infectious desease capable of initiating a world wide pandemic. That may or may not have worked ouyt so great for us in recent past..
That's biotechnology
Anne's excessive body language makes me feel awkward and she seems often close to giggling.
First viewer