Study/App

Country

Participants

Key Features

Findings/Results

Reference

Medisafe App

USA

Patients at FQHC

AI reminders, daily alerts, education content, adherence tracking

93% improvement in adherence, 100% satisfaction

Hartch et al., 2025 (JMIR HF)

Alexa-based Skill

25 women (oral contraceptives, 60 days), Pilot deployment

Voice reminders via Alexa, verbal confirmation

91% effective, 65% willing to continue, reduced forgetfulness

Sezgin et al., 2020 (JMIR FR)

Darcheeni Framework

Pakistan

Patients in Sindh

AI analyzes doctor-patient talks, integrates lab & imaging data, personalized care plans

Highlighted gaps in Pakistan’s healthcare, improved doctor support, scalable model

Darcheeni Study, 2022

Pharmapedia & MyTabeeb

3,000 doctors, 60 hospitals

Pharmapedia = medicine info, MyTabeeb = doctor-patient app

High satisfaction (SUS 85.5), but doctor search & reminders challenging

Dahri et al., 2019 (iJIM)

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