De-black-boxing health AI: demonstrating reproducible machine learning computable phenotypes using the N3C-RECOVER Long COVID model in the All of Us data repository.
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DOI: 10.1093/jamia/ocad077
Abstract: Machine learning (ML)-driven computable phenotypes are among the most challenging to share and reproduce. Despite this difficulty, the urgent public health considerations around Long COVID make it especially important to ensure the rigor and reproducibility… read more here.
Keywords: long covid; computable phenotypes; machine learning; model ... See more keywords