32 points 0xdeadf1sh 3 days ago 9 comments
nuthje 3 days ago | parent
89% TIR, well done! Cool to see the research, I’m surprised there aren’t more in-depth n=1 studies out there from statistics/data-savvy diabetics. I built a small dashboard exactly collating carb, insulin, sleep, and movement data and trying to coax out useful correlations to help manage. Some interesting insights, but clearly I should eat less and move more. Keep up the good work, and thanks for sharing!
0xdeadf1sh 3 days ago | parent
Yeah I'm thinking of adding more (especially recent) models and compare their published metrics with those of mine to see how they hold up. Then I'll likely post about it here again. See you then!
Bigchrome 3 days ago | parent
I achieved 100% TIR with my model. I'm not T1D, but same same.
JK, as the spouse of someone with T1D I really appreciate seeing this!
zenpositive 3 days ago | parent
Very cool very nice work!
orasul 3 days ago | parent
awesome
srdjanb 2 days ago | parent
This is cool. The accuracy looks good too, except for a few time windows. Do these models take into account dietary info, and if yes, how?
0xdeadf1sh 2 days ago | parent
Carbohydrates & insulin are both accounted for during inference. I'm not sure if that's what you meant by dietary info though.
ddorian43 29 minutes ago | parent
Have you ever thought about fixing the underlying issue instead? Maybe it makes this whole project obsolete. I know T1D can't be fixed, but using ketogenic diet should have much smaller peaks/lows & more stable blood glucose in all cases.
Removing carbs will remove most (not all) need for insulin.
WatchdogReset 4 minutes ago | parent
This is really cool, please share if you need more data or helping hands.