Using ML to predict insulin use for Type 1 Diabetes (TensorFlow Meets)
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- Опубликовано: 16 сен 2024
- TensorFlow is being used in many different industries, including healthcare. In this episode of TensorFlow Meets, Software Engineer Pete Warden sits down with Marius Eriksen to discuss how he has used TensorFlow to help his daughter better manage type 1 diabetes. Watch to learn more and see the device he engineered to be controlled by a Raspberry Pi.
TensorFlow Meets playlist → bit.ly/2lbyLDK
Subscribe to the TensorFlow channel → bit.ly/TensorFlow1
Inspiring!
Amazing work my mom has diabetes hope to more Ai research in to finding a solution for this problem
Great work. Tensorflow can make significant difference in medical field.
I like to see a live demo
Thank you. Kudos to you for this!
As a T1D I would love to see the open source code for this!
nbviewer.jupyter.org/gist/mariusae/18a62db9cc32d09dc691fd4f78dcdbfa
Brilliant
Great Video! Can we have a Blackberry pie at some point? :-)
Where we can find the source code?
nbviewer.jupyter.org/gist/mariusae/18a62db9cc32d09dc691fd4f78dcdbfa
Thank you!
Hi guys ! I've been doing a lot of research about machine learning related to diabetes (diabetes prediction, insuline deliver prediction, blood glucose...) and just diabetes in general.
My girlfriend has type 1 Diabetes since she's 15 and well she manages to keep her glucose level pretty "normal" (80 -160) but that doesn't stop her from having hypo's during the night waking her up at 40 or even 35 mg/dL almost going unconscious. She does a LOT of sport and this happens when she does sport in the evening. I'd be interested to know if what Marius Eriksen created for his daughter also takes in consideration the fact if she did sport or not. I'm glad to know that i'm not the only one trying to help finding a way to improve life with type 1 diabetes :)
Sorry for my bad english by the way ahaha
great use of ai ! this makes me happy
Why did it take so long to use ML for drug usage predictions ?
how old is your daughter
The interviewer said she's five. Presumably he was told that beforehand.
link? xD
Try: nbviewer.jupyter.org/gist/mariusae/18a62db9cc32d09dc691fd4f78dcdbfa