Extraction of Medication Information from Clinical Text
Grab Entity Metadata
Extract Medication Entities From Phrase
Extract Medication Entities From Phrase - Extension of `extract_entiti...
Extract Generic Entities From Phrase
Extract Last Dose Time From Phrase
Internal handler for generic entity extraction
Preprocess Phrase for Date-times
Preprocess Phrase for Numbers
Medication Extraction With R
Extract Medication Entities From Clinical Note
Extract Medication Entities From Clinical Note - Extension of `medExtr...
String Replace Tablet With Tabs
Counts Strings in Text
Find Strings in Text
Find Strings and Suggest Misspellings
Internal String Functions
Function and support for medication and dosing information extraction from free-text clinical notes. Medication entities for the basic medExtractR implementation that can be extracted include drug name, strength, dose amount, dose, frequency, intake time, dose change, and time of last dose. The basic medExtractR is outlined in Weeks, Beck, McNeer, Williams, Bejan, Denny, Choi (2020) <doi: 10.1093/jamia/ocz207>. The extended medExtractR_tapering implementation is intended to extract dosing information for more tapering schedules, which are far more complex. The tapering extension allows for the extraction of additional entities including dispense amount, refills, dose schedule, time keyword, transition, and preposition.