Florian Geissler

From Structured Records to Patient Narratives: Preserving Clinical Alignment in LLM-Generated Health Summaries

This work investigates evidence-grounded health summarization for menstrual health monitoring using a constrained generation framework that combines structured evidence conditioning with Retrieval-Augmented Generation (RAG) using a prompt-based constrained generation framework and evaluates semantic alignment using Nat...