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Zahra Dehghani

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Review Open access Aug 2026

Modeling perinatal brain injury with human brain organoids: from pathophysiology to treatment development

This model provides opportunities to investigate the mechanisms underlying perinatal insults and serves as a promising tool for novel treatments such as stem cell-based therapy, drug discovery and screening, helping to bridge the translational gap between preclinical studies in animal models and clinical applications.

Zahra Dehghani, D. Surbek, M. Joerger-Messerli et al. · 0 citations
Preprint Aug 2026

Continuous Adversarial MeanFlow Transfer

This work proposes MeanFlow-Transfer, which maps heterogeneous source outputs into a shared velocity representation, uses it to initialize an MF generator from the source weights, and optimizes an MF objective on the target domain, and introduces Continuous Adversarial MeanFlow, a post-training stage that extends continuous adversarial flow models from instantaneous velocities to MF's finite-interval average velocities.

Yara Bahram, Zahra Dehghani, M. Desbos et al. · 0 citations