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View Code? Open in Web Editor NEWMachine Learning with Synthetic Health Records
Machine Learning with Synthetic Health Records
Condition codes should be used in analysis, rather than descriptions. Conditions might correspond with multiple codes, so this should be addressed.
What's the easiest way to convert an OMOP format file to a Julia DataFrame?
The pipeline should handle zeroes and missing entries gracefully. Ideally, helpful warnings should be displayed. At the very least, the pipeline should not crash on these edge cases.
Certain functions still have hard-coded values by mistake. Many other functions can be generalized in an obvious way.
Most libraries should be included as a part of PreprocessMD.jl.
Currently, config.ini
contains the directory names from my own machine, with Windows directory syntax. Is there a simple way to upload a dummy config file to the repository while keeping my own local config file in its place?
Currently, allergies are used as ML features, primarily due to ease of use. Conditions could be used instead.
Ideally, the meaning of any figure should be obvious to an unfamiliar audience. Figures should be appropriately labelled, perhaps with generated captions.
Systems that store medical data are often not connected to the internet. Can package dependencies be reduced or eliminated? Can the pipeline be embedded in a container?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
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JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
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Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
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