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Why is AI necessarily for this? > One Fact to feed these files into their artificial intelligence pipeline and figure out how much hospitals charge for differe
by TedDoesntTalk 4y ago
Why is AI necessarily for this?
> One Fact to feed these files into their artificial intelligence pipeline and figure out how much hospitals charge for different procedures
- culi 4y agoIt seems like their database[0] has a column for the `cdm_url` of all of these hospitals. The challenge is like being able to read all these HTML, PDF, XLXS, CSV, etc pages of very different formats and turn them into usable data Just my guess [0] https://www.dolthub.com/repositories/onefact/paylesshealth/data/main https://www.dolthub.com/repositories/onefact/paylesshealth/d...
- jaan 4y agoNailed it! :)
- jaan 4y agoIf you look at the files, many of them are not compliant, and so we need to figure out what the associated line item corresponds to: a CPT code? HCPCS code? ICD code? etc :) Here's an example NLP tool I helped build we're using to do this: https://arxiv.org/abs/1904.05342 https://arxiv.org/abs/1904.05342 -- it's in several pipelines now for data annotation and crowdsourcing.