원래 이름 기록: EMED POPULATION HEALTH, LLC

Systems and methods for remote verification of medication administration are disclosed herein. In some aspects, a system receives a request for verifying administration for a medication including an image. The system may identify regions of interest that include medication identifying features from the image. The system may compare a feature representation of each medication identifying feature to reference feature representations managed by authorized operator devices. The system may identify a matching medication and trigger an image acquisition session to obtain a time-series of images, at least one of the images comprising a patient in proximity to the medication. The system may extract patient features and a posture of the medication in relation to the patient and input the extracted data and entity-issued administration instructions into a model to obtain a set of patient-specific administration instructions.