epoc-aki - Published Article

• Publication-quality figures
• Published article: Small, short-term, point-of-care creatinine changes as predictors of acute kidney injury in critically ill patients

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Published by alwinw over 3 years ago

epoc-aki - Score Statistics

Added additional summary statistics for AKI risk prediction score and updated figures for publication

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Published by alwinw over 4 years ago

epoc-aki - Score Creation

Refactored code base into functions. Creation of AKI risk prediction score.

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Published by alwinw over 4 years ago

epoc-aki - Updated GLM Results

Additional results based on GLM logistic regression. New direction: Mixed Effects Modelling.

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Published by alwinw about 5 years ago

epoc-aki - ResearchFest 2020 Models

Preliminary models and results for ResearchFest 2020.

• Virtual Presentation: https://doi.org/10.6084/m9.figshare.13055699.v1
• Austin ResearchFest 2020 Video Gallery: https://padlet.com/ResearchFest2020/green/wish/781139588

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Published by alwinw about 5 years ago

epoc-aki - Initial Statistical Models

Initial statistical models for the Evaluation of the Predictive value of short-term Oliguria and minor Creatinine increases for Acute Kidney Injury in ICU.

Features:

• Univariable analysis of creatinine changes
• Multivariable analysis of creatinine changes and clinically relevant data
• Demographics tables

Issues:

• Independence of creatinine changes for a single patient

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Published by alwinw about 5 years ago