multilabel classification of EHR notes
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Updated
Jul 21, 2020 - Python
multilabel classification of EHR notes
Implements an algorithm that identify comorbidities based on ICD 9 diagnosis codes
Offline MCP server for ICD-10-CM, ICD-9-CM, ICD-10 WHO code lookup with GEMs crosswalk. 124K codes, 102K mappings. Zero API keys, zero network calls.
The deployment of Artificial Intelligence for the understanding of common text-based tasks in the healthcare sector is key to extraordinary advancement. Electronic Health Records (EHR) are stored in the health care system in an unstructured and categorically distributed way. We have a ICD-9 Labeled data which is being used to find attention on c…
Calculates Charlson comorbidity index based in ICD-9 diagnosis codes adjusted for patients with end stage renal failure
SQL + Tableau analysis of 101,766 patient records from 130 U.S. hospitals identifying key drivers of 30-day readmission rates across age, medication count, and ICD-9 primary diagnosis.
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