Can AI Help Wake Coma Patients? The Science of Consciousness
EP 35
·28:52

Daniel Toker’s in silico coma model

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This chapter, from the episode video's captions · 494 words

28:53um but in any event Exactly. So, now we finally get to Daniel's paper. Daniel Toker in Nature Neuroscience, "Adversarial AI Reveals Mechanisms and Treatments for Disorders of Consciousness." It's a really innovative way of using machine learning and the vast amount of data that's now available on comatose patients, vegetative patients. Um he's made a in silico model of coma, so a computer model of the brain um that circumvents circumvents the lack of mouse models. So, now I have a model in the brain that I can play with Yes. a model of the brain in my computer that I'm fairly confident is quite good that

29:34I can play around with. >> Cuz the idea is it's it's based off of this real-world data of actual anonymized Yeah. data. Exactly. And then I can figure out a kind of mechanistic model about how consciousness works, what gets disrupted to make a coma and then it becomes a kind of discovery engine. From that we can mess around with it and propose new treatments. And he is doing all of these. >> This is this is >> Very well done, Daniel, by the way. Nice nicely done. >> quite good. Again, the Brain Scientist on Instagram. And before we deep dive into it, let's do a little bit of housekeeping. >> So, as always, we are so grateful for all of you to join us for these research

30:14deep dives. It's just an incredible not only an incredible time to be alive, but the opportunity to really understand not only what we're learning today, but how it works and what the history of how we got here. You're not going to get it anywhere else, and this is why we love doing this show at From First Principles. And it is hugely helpful to us to continue to bring you the best and greatest breaking science research. As we as I always say, fight the billionaire algorithms. A like, a share, a comment, a DM, sending it to a friend, bringing it into journal club is hugely, hugely helpful for us where it's again still just the two of us running the show to be able to give this to you

30:55multiple times every week. If you would like to become a patron, you can donate to the pod at ffppod.com/donate. Any and all support, monetarily or non-monetarily, is hugely, hugely valuable and we really greatly appreciate it. I have no other show notes this week and I'm very excited to dive back into this paper. Let's do it. Okay. So, first thing I want to do, right? I want to use elect- I want to use artificial intelligence to make a discovery engine for my brain, figure out why comas happen, and then propose treatment. That's the end goal of this paper, okay? Okay. First thing I want to do is train an AI detective that is capable of diagnosing consciousness from

From Can AI Help Wake Coma Patients? The Science of Consciousness

A deep dive into how an AI model used real brain data to map coma circuits, predict new mechanisms of unconsciousness, and point to a possible target for restoring wakefulness.