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Currently the Spacy (Medacy) medical entity recognition model is capable of extracting drugs and duration of dosage only when the duration explicitly mentions the number of days or time. Doctors can use various time formats such as "1-0-1" indicating the medicine has to taken in the morning and night and various other non standard formats.
Once these are extracted, we need to verify if the user has taken the drug at the assigned time. One approach is to create reminders a few minutes before and prompt the user to consume the medicine in front of the phone/laptop camera and use motion tracking, pill detection, hand detection and face detection and check if the trajectory of the pill ends at the person's mouth.
The text was updated successfully, but these errors were encountered:
Currently the Spacy (Medacy) medical entity recognition model is capable of extracting drugs and duration of dosage only when the duration explicitly mentions the number of days or time. Doctors can use various time formats such as "1-0-1" indicating the medicine has to taken in the morning and night and various other non standard formats.
Once these are extracted, we need to verify if the user has taken the drug at the assigned time. One approach is to create reminders a few minutes before and prompt the user to consume the medicine in front of the phone/laptop camera and use motion tracking, pill detection, hand detection and face detection and check if the trajectory of the pill ends at the person's mouth.
The text was updated successfully, but these errors were encountered: