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Active Neural Networks to Detect Mentions of Changes to Medication Treatment in Social Media
[article]
2020
medRxiv
pre-print
Objective: We address a first step towards using social media data to supplement current efforts in monitoring population-level medication non-adherence: detecting changes to medication treatment. Medication treatment changes, like changes to dosage or to frequency of intake, that are not overseen by a physician are, by that, non-adherence to medication. Despite the consequences, including worsening health conditions or death, 50% of patients are estimated to not take medications as indicated.
doi:10.1101/2020.12.04.20244210
fatcat:f7bowgbxr5ct7cumwrfbycya2u