Validation of an AI-powered mobile application for personalizing medical note explanations

Abstract excerpt

Almost half of adults struggle to understand written health information, making medical communication a critical barrier to patient care. While AI shows promise for improving health communication, few tools have been rigorously validated for personalizing medical explanations. I developed Patiently AI, a mobile application that uses large language models to simplify medical notes with audience-specific adaptations...

Topics

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• COVID-19 diagnosis using AI
• Diabetes Mellitus
• Electronic Health Records
• Genomics and Rare Diseases
• Infant Development and Preterm Care
• Phenotype
• Retinopathy of Prematurity Studies

Identifiers and source

Literature Corpus work

be8f9b2c-f095-5320-865b-bee490a29433

DOI

10.1101/2025.09.17.25335707