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Open access Oct 2026

Between patterns and predictions: Interpretable latent EEG representations for clinical insights.

Electroencephalography (EEG) captures rich brain dynamics, yet in clinical practice this complexity is often reduced to simplified summaries or categorical labels, limiting its interpretability for decision-making. We tested the hypothesis that a pretrained latent embedding framework, the Universal Map of EEG (UM-EEG),...

L. Krumm, R. Terziev, D. Kranz et al. · 0 citations
Review Open access Aug 2026

Systematic Review on Noncomputed Tomography-Based Technologies for Prehospital Stroke Diagnosis.

No single technology provides capabilities similar to noncomputed tomography in terms of detection and differentiation of ischemic and hemorrhagic stroke, but a combination of ultrasound and near-infrared spectroscopy may complement each other in hemorrhage detection.

Maximilian Kaffes, Maxwell S. Damian, Stephen M. Davis et al. · 0 citations

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