Author

Nitsa J. Herzog

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Review Open access Sep 2026

The Future of Bone Prosthetic Design Review: A Comparative Analysis of Materials for Smart Integration in Implants and Grafts

This paper presents a comprehensive comparative analysis of recent bioengineering advances in smart bone prosthetics. It covers the current research gap in the limitations of conventional implants and graft materials, as well as the impact of nanomaterials and their advancements. Emphasis is placed on integrating embed...

D. J. Herzog, Nitsa J. Herzog, A.-R. Zhak · Engineer · 0 citations

#diffusion models Open access Sep 2026

Conditional Latent Diffusion for Synthetic Brain MRI in Alzheimer’s Disease: A Preprocessing-Focused Pipeline

Deep learning for Alzheimer’s disease (AD) detection from structural magnetic resonance imaging (MRI) needs large, labelled datasets, yet many cohorts hold only a few hundred participants, for which conventional augmentation adds little anatomical diversity. In a two-stage pipeline, a variational autoencoder compressed...

Soheil Fallah, Nitsa J. Herzog · Journal of Imaging · 0 citations