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Independent, third-party certificates of analysis from accredited laboratories are the minimum standard
Pharmacol., 48: 327-336
Link McLean, A., Jr., Cardenas, D
The pursuit of a full-fledged deep learning-based clinical coding system, however, is far from being achieved: at the time of writing, the best Micro-F1 score (a harmonic mean of precision and recall evaluated based on pairs of a patients information and a code) on the full 8932 ICD-9 codes for the MIMIC-III data was under 60% (between 5860%) 45,49,50,51,52
doi: 10.1016/j.jtauto.2021.100100
