Zonghai Yao

Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction

2024 · arXiv (Cornell University)

Previous studies reveal that Electronic Health Records (EHR), which have been widely adopted in the U.S. to allow patients to access their personal medical information, do not have high readability to patients due to the …

MedReadCtrl: Personalizing medical text generation with readability-controlled instruction learning

2025 · medRxiv

Generative AI has demonstrated strong potential in healthcare, from clinical decision support to patient-facing chatbots that improve outcomes. A critical challenge for deployment is effective human-AI communication, where content must be both personalized and understandable. …

Chatbot To Help Patients Understand Their Health

2025 · arXiv (Cornell University)

Patients must possess the knowledge necessary to actively participate in their care. We present NoteAid-Chatbot, a conversational AI that promotes patient understanding via a novel 'learning as conversation' framework, built on a multi-agent large language …