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Memory-based medication non-adherence is an unsolved problem that isresponsible for considerable disease burden in the United States. Digitalmedication intake reminder solutions with minimal onboarding requirements thatare usable at the point of medication acquisition may help to alleviate thisproblem by offering a low barrier way to help people remember to take theirmedications. In this paper, we propose memorAIs, a digital medication intakereminder solution that mitigates onboarding friction by leveraging opticalcharacter recognition strategies for text extraction from medication bottlesand rule based expressions for text processing to create configured medicationreminders as local device calendar invitations. We describe our ideation anddevelopment process, as well as limitations of the current implementation.memorAIs was the winner of the Patient Safety award at the 2023 ColumbiaUniversity DivHacks Hackathon, presented by the Patient Safety TechnologyChallenge, sponsored by the Pittsburgh Regional Health Initiative.

memorAIs: an Optical Character Recognition and Rule-Based Medication Intake Reminder-Generating Solution