Deep Learning To Diagnose And Treat Eye Disease
Today, I want to take a look at the research on using deep learning and artificial intelligence to make early diagnoses of eye conditions by analyzing images of the retina. This technology can identify diseases like macular degeneration and diabetic retinopathy, and may even indicate risks of cardiovascular issues and early-stage dementia. Enjoy the show! If you want more, sign up for my newsletter at: www.drsamberne.com. If you have any questions, submit them to [email protected] or you can now text me! Text ‘Join’ to 1-844-932-1291 to join the community and ask your questions! Referenced Article: Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning SUMMARY KEYWORDS retina, deep learning, researchers, disease, deep learning model, eye, podcast, diagnosis, macular degeneration, eye exam, degeneration, capillaries, early, artificial intelligence, biological, level, macula, micro, early diagnosis, clarity 00:06 Hey everybody, its Dr. Sam and I'd like to welcome you to my EyeClarity podcast. If you want to get in touch with me with questions, you can email me at [email protected]. And you can always text me your questions at 1-844-932-1291. I would like to let you know about my new membership program. This is going to offer members new information on how to improve their vision and wellness. So you will get access to articles, video, blogs, podcasts, and webinars. Also a live Q&A with me. And all of this information will empower you to make informed decisions about your vision, and your health. So to sign up to go to my website, drsamberne.com. And you can see the details there. All right now on to the show. 01:36 Hey, everybody, its Dr. Sam, I'd like to welcome you to our EyeClarity podcast today. So I want to bring in some interesting research. And it has to do with being able to make an early diagnosis of eye conditions. And once you have that diagnosis, you can then use proactive or preventative ways to either slow down the progression, and in some cases, even reverse the disease process. So there's a new type of research out there called deep learning this is done through artificial intelligence. And researchers are using pictures of the retina cells. It's the micro capillaries, the optic nerve, the macula. And when you go for an eye exam, either the eye doctor looks with a some kind of a scope at your retina back of your eye. Or he or she now can use a photography instrument to take a measurement of the status of your retina cells, your macula, your optic nerve, and so on. So in this next level of diagnosis, what researchers are doing is they are calculating your biological age, using what we call deep learning models. And this is an artificial intelligence process. Whereby what happens is the researchers have hooked into a very large database of pictures of the eye. And these images show different stages of the diagnosis, diseases, especially in the areas of macular degeneration, diabetic retinopathy. And you know, in other podcasts, I've talked about how eye doctors can look at the retina, because it's such a great window into the body. And they can even pick up the brain health. So early stages of dementia, and even cardio vascular disease because when you look at the retina, you're looking at the health of the tiniest blood vessels that are in the body, which we call the micro capillaries. And I've talked about them a lot because the micro capillaries are key in your ability to oxygenate and hydrate the tissue in the back of the eye.