frostyfan109 / cde-harmonization

Tools for assisting in the harmonization of RADx common data elements
https://frostyfan109.github.io/cde-harmonization
MIT License
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Look into journal papers related to work #1

Open frostyfan109 opened 2 years ago

frostyfan109 commented 2 years ago

The following papers appear to have a lot of overlap with the goals that we are trying to accomplish with this project. They could offer some good insights into how we could improve the current process/alternative ways to do this harmonization.

Exploiting Sentence Embedding for Medical Question Answering

https://doi.org/10.48550/arXiv.1811.06156 (2018, ~8 pages)

Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions

https://doi.org/10.48550/arXiv.2202.09166 (Feb. 2022, ~25 pages). This paper is under review.

I haven't reviewed either of these papers yet, so they may not actually be helpful at all for what we're doing. But, judging from their abstracts, it seems they could be useful, or at the very least help to inform the approach we should take here.

frostyfan109 commented 2 years ago

Also:

These resources may also be useful: