Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceAlgorithmsLarge Language ModelsTerminology as Topic
The Role of Domain-Specific Models for Synthetic Data Generation with Iterative Prompt Optimization.
Nina Freise, Marius Heitlinger, Ruben Nuredini, Gerrit Meixner
Published: 202510.1109/EMBC58623.2025.11252935
Abstract
Synthetic data generation is essential for addressing data scarcity and privacy constraints in medical AI. Large language models (LLMs) can be used to generate medical texts, but their output quality depends on the prompting approach. This study inve…
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