Open access
Aug 2026
Domain-specific ControlNet training for neonatal pose-conditioned image generation
Several automatic approaches have been proposed to analyse spontaneous movements in infants, but translation to clinical practice remains limited by the scarcity of neonatal data, especially in preterm populations. Generative models can help expand existing datasets, yet current solutions—such as generative adversa...
Piergiuseppe Liuzzi, Lucia Migliorelli, Daniele Berardini et al.
· Scientific Reports · 0 citations