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Prikvačeni tweet
Wrote about what I learned this past year during UBCs Masters of Data Science:https://ubc-mds.github.io/2018-07-04-becoming-a-data-scientist/ …
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A well written and accessible summary of the ML4H session at NeurIPShttps://twitter.com/willieboag/status/1210635776305831936 …
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Just learned this is called Eroom's Law (Moore's backwards): https://en.wikipedia.org/wiki/Eroom%27s_law …
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What a depressing quote: "The number of drugs receiving regulatory approval per billion dollars of investment has been consistently halving every nine years, while the number of medical publications has been doubling with the same periodicity (Fig. 1)." https://www.nature.com/articles/s41746-019-0201-2 …pic.twitter.com/zmvJaMZEqe
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Daniel Raff proslijedio/la je Tweet
Thanks
@katiebindley,@wilbanks,@calonghurst for great conversation. We need to focus more on data than on fancy models. I urge everyone to think about the following: 1/3. Learning health system needs data. We can’t benefit from each other's data unless we share.Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Caveats: 1) Smart Compose is a double-edged sword and will need to be studied. Could introduce inaccuracies but on the other hand could improve data quality. 2) Search will be highly variable based on local implementations because of the logistics of where the data is hosted,etc
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- auto-populating relevant lab results based on what I type.. this could save me so much time. My current workflow is going back and forth with up to 1 sec load times and 2-3 clicks between each back-and-forth. Maddening.
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- the level of search we are accustomed to from our non-medical lives but in the chart
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What it does well: - visual representation of lab results and changes - version control to highlight the diffs between copy-forwarded notes while ensuring they’re still readable (working on the information ‘starvation in the midst of plenty’ problem).
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This short demo works on so many problems that frustrate me on a daily basis. Here's hoping it will be available in Canada and in a primary care setting.https://www.youtube.com/watch?v=P3SYqcPXqNk&feature=emb_logo …
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Daniel Raff proslijedio/la je Tweet
Much of what’s being sold as "AI" today is snake oil. It does not and cannot work. In a talk at MIT yesterday, I described why this happening, how we can recognize flawed AI claims, and push back. Here are my annotated slides: https://www.cs.princeton.edu/~arvindn/talks/MIT-STS-AI-snakeoil.pdf …pic.twitter.com/pmOTI3vq8p
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Entering a new era of CF treatment. Like HAART was for HIVhttps://www.washingtonpost.com/health/2019/10/31/long-awaited-cystic-fibrosis-drug-could-turn-deadly-disease-into-manageable-condition/ …
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It’s still early days for algorithmic healthcare, but we need to be better. We need to anticipate biases in datasets and features, and have built in post-market surveillance for biases. How long has this been on the market before the bias was detected?https://www.theverge.com/2019/10/24/20929337/care-algorithm-study-race-bias-health …
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This thread is gold and should be required reading for anyone with an upcoming ID rotationhttps://twitter.com/VarunPhadke2/status/1186491759230107648 …
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Daniel Raff proslijedio/la je Tweet
This is how you do AI research, without the hype... Independent evaluators:
Comparison of different models:
Multi-site data at different disease prevalence:
STARD criteria:
Blinding:
Next step: Prospective testinghttps://www.nature.com/articles/s41598-019-51503-3 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Seems obvious in retrospect to put pediatric eye screening tools in the hands of parents (who already have the basic tool in their hands aka smartphones)https://www.npr.org/sections/health-shots/2019/10/07/766749474/an-app-that-can-catch-early-signs-of-eye-disease-in-a-flash?mc_cid=df7b48bcee&mc_eid=bb741bea44 …
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I love this article on how your food choices affect climate change because it weaves in evidence while being actionable with links for recipes.https://www.nytimes.com/interactive/2019/04/30/dining/climate-change-food-eating-habits.html …
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“A disorder like depression is many, many illnesses. It’s like fever. We don’t go beyond just taking someone’s temperature and saying ‘this person has a fever, therefore we need something to bring down the fever.’ So everybody goes on an antidepressant.”https://tinyurl.com/ybepyp2j
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Daniel Raff proslijedio/la je Tweet
Apply TODAY @ http://hatchinghealth.ca
#HatchIt on March 1-3!pic.twitter.com/jp28QptrTo
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My old teacher wrote this up and it is firehttps://twitter.com/jesselcalvillo/status/1075168185387835393 …
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Daniel Raff proslijedio/la je Tweet
A bit of an exaggeration to suggest that it saved a life with the information presented, but I bet we'll see a lot of these.https://twitter.com/olivercameron/status/1071201487064190976 …
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The new Watch irregular heart rhythm detector saves a life, less than 24 hours after launching.