Karl‐Heinz Nenning

Ongoing brain state dynamics shape spontaneous awake reactivation and its relationship with memory

This study shows that awake memory reactivation is embedded in dynamic whole-brain states that influence memory retention outcomes.

Temporal Dynamics of BOLD fMRI Predict Intracranially-Confirmed Seizure Onset Zones in Drug-Resistant Epilepsy

This study uses resting-state fMRI to predict seizure onset zones in drug-resistant epilepsy patients, achieving high accuracy in identifying epileptogenic regions non-invasively.

Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging

This paper develops a framework combining Oblique Random Forests and NEOFIT for sex classification in brain imaging across species, achieving high accuracy and interpretable feature importance.

Beyond the Resection: Surgical White Matter Disruption alters Non-Resected Brain Anatomy

This study investigates postoperative atrophy in non-resected brain regions following resective neurosurgery, linking it to transneuronal degeneration and showing that structural network reorganisations may be artifacts of image processing.

Individual uniqueness of connectivity gradients is driven by the complexity of the embedded networks and their dispersion

The paper investigates individual uniqueness in brain connectivity gradients using resting-state fMRI data, finding that network complexity and dispersion influence identification rates.

Brain Charts for the Rhesus Macaque Lifespan

This study creates normative brain growth charts for rhesus macaques across their lifespan using MRI data, revealing developmental milestones and cross-species comparisons with humans.

Fast Connectivity Gradient Approximation: Maintaining spatially fine-grained connectivity gradients while reducing computational costs

This paper introduces a method to estimate spatially fine-grained connectivity gradients efficiently, enhancing brain-behavior predictions without reducing spatial resolution.

Disentangling cortical functional connectivity strength and topography reveals divergent roles of genes and environment

This study disentangles the genetic and environmental influences on functional connectivity strength and topography in the human cortex, revealing distinct roles for genes and environment.

Cross-species Functional Alignment Reveals Evolutionary Hierarchy Within the Connectome

This paper introduces a function-based method to align cortical organization across species, revealing evolutionary changes in brain regions associated with human cognition.