Paediatrics
Paediatrics

Synthetic neurosurgical data generation with generative adversarial networks and large language models:an investigation on fidelity, utility, and privacy

Neurosurg Focus. 2025 Jul 1;59(1):E17. doi: 10.3171/2025.4.FOCUS25225. ABSTRACT OBJECTIVE: Use of neurosurgical data for clinical research and machine learning (ML) model development is often limited …