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F. Rundo

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Review Open access Oct 2026

Multimodal Sensing and Digital Biomarkers in Virtual Reality-Based Cognitive Rehabilitation: Clinical Validation, Adaptive Systems, and Real-World Translation

Virtual reality (VR) is evolving from a platform for cognitive exercises into an instrumented rehabilitation environment capable of simultaneously delivering treatment and quantifying behavior. This critical narrative review examines how behavioral, ocular, kinematic, physiological, and neurophysiological signals can b...

F. Rundo, Sabrina Musso, Serafino Buono et al. · 0 citations
Jul 2026

The K-Space Signature: Frequency-Domain Representation Learning for Medical Deepfake Detection

The K-Space Signature (KSS) is introduced, a novel forensic framework that isolates hardware and generative traces within the spectral domain within the frequency domain and exhibits robust zero-shot generalization, maintaining strong discriminative power on independent datasets acquired from entirely unseen scanners.

Riccardo Raciti, Francesco Guarnera, F. Rundo et al. · 0 citations

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