2 papers
q-bio.QM2026
Can synthetic data reproduce real-world findings in epidemiology? A replication study using adversarial random forests
Jan Kapar, Kathrin Günther, Lori Ann Vallis +27
Synthetic data holds substantial potential to address practical challenges in epidemiology due to restricted data access and privacy concerns. However, many current methods suffer…
stat.AP2026
Improving post-operative discharge destination prediction of geriatric patients with generative data augmentation
Pegah Golchian, Pauline Maier, Thomas Kocar +1
Data scarcity challenges the development and implementation of innovative healthcare solutions. In geriatrics, fall-related injuries are a major cause of hospitalization, functiona…