Won Seok Jang

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 …