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AIPW for heart failure in diabetes patients #129

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chathasphere opened this issue Apr 30, 2022 · 3 comments
Open

AIPW for heart failure in diabetes patients #129

chathasphere opened this issue Apr 30, 2022 · 3 comments

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@chathasphere
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Sepsis, Heart Disease, Diabetes? Just brainstorming. These might help motivate design of a semi-synthetic labelled dataset.
@chathasphere
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Med-Bert has two ideas: heart failure in diabetes patients & pancreatic cancer

@chathasphere
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Make the ALD prediction harder--limit ourselves to patients who are above a certain age, perhaps

@chathasphere chathasphere changed the title Think of Diseases with a stronger Temporal Component AIPW for heart failure in diabetes patients May 18, 2022
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https://www.webmd.com/diabetes/news/20181221/2-types-of-diabetes-meds-may-raise-heart-risk

Sulfonylureas & basal insulin...do these lead to risks of heart failure?

Use bootstrapping to estimate standard error of ATE

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@chathasphere