Nvidia : GPUs Can Detect Cancer and Disease GTC 2022 - Deep Neural networks
I of the more fascinating talks here at GTC 2022 is centered around deep car learning and its applications in the medical field.
GPUs are very similar to brains in many means. GPUs are fabricated up of billions of transistors connected to each other in such a mode that each transistor has a very specific part in the overall construction. Similarly our brains our made of billions of cells, each cell is responsible for a specific set of tasks and responsibilities that's necessary for maintaining normal physiology of the brain.
Nvidia : GPUs Can Discover Cancer and Affliction GTC 2022 - Deep Neural networks
GPUs are made upwardly of a connection of thousands of cores, each is capable of performing a significant amount of computation. So in a way GPUs resemble neural networks inside our brains. But maybe what y'all may non accept known is that just like united states of america, machines can in fact learn and recognize patterns. Not just through us programming the machine to solve a specific set of problems, perform a certain gear up of tasks or recognize a fixed number of patterns. Only also through u.s. programming the car to teach itself ! Yes you heard that right, machines tin learn.
Fascinating isn't information technology. I volition not dive too deeply into this topic just yet just by using GPUs we tin in fact build what would resemble actual brain-like neural networks. We can and then teach these neural networks to recognize patterns. In fact some neural networks fabricated up of thousands of GPUs have grown to become actually improve than humans at recognizing images. Soon plenty captchas will no longer stop the machines !
Joking aside in that location are truly amazing applications to which we can utilise neural networks and motorcar learning to advance the whole of humanity. Very advanced image recognition enabled past deep learning can in fact be used to identify metaplastic cancerous cells. Which tend to undergo mitosis more oft than normal cells, a pattern that neural networks can follow and recognize nether the microscope improve than histopathologists, doctors who specialize in detecting and staging diseases and cancers.
Deep learning can also be applied to genetics. We can teach the neural networks to follow and find the genetic patterns that would consequence in certain diseases. We tin can and so also reverse these patterns to find a cure or a treatment. A similar concept can exist applied to medications and how they react with other receptors and compounds inside our bodies.
What's perhaps even more captivating is that all of this was in fact enabled past PC gamers. Had PC gamers, the PC gaming industry and later on the PC graphics industry not come up this far nosotros wouldn't have had any of this to talk nearly today. It may sound ironic just thank you to PC gamers nosotros may very well find a "cure" for cancer.
Source: https://wccftech.com/nvidia-gpus-detect-cancer-disease-gtc-2015-deep-neural-networks/
Posted by: joycoulausping.blogspot.com
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