Data-driven machine learning (ML) has emerged as a promising approach for building
accurate and robust statistical models from medical data, which is collected in huge volumes …

Diffusion-tensor imaging (DTI) is a noninvasive medical imaging tool used to investigate the
structure of white matter. The signal contrast in DTI is generated by differences in the …

Connectomes are typically mapped at low resolution based on a specific brain parcellation
atlas. Here, we investigate high-resolution connectomes independent of any atlas, propose …

Large-scale structural brain networks encode white matter connectivity patterns among
distributed brain areas. These connection patterns are believed to support cognitive …

The human brain can be represented as a graph in which neural units such as cells or small
volumes of tissue are heterogeneously connected to one another through structural or …

Frontal circuits play a critical role in motor, cognitive and affective processing, and their
dysfunction may result in a variety of brain disorders. However, exactly which frontal …

The human brain is a complex dynamical system, and how cognition emerges from
spatiotemporal patterns of regional brain activity remains an open question. As different …

Theories expounding the neural relationship between speech and singing range from
sharing neural circuitry, to relying on opposite hemispheres. Yet, hodological studies …

Brain signatures of functional activity have shown promising results in both decoding brain
states, meaning distinguishing between different tasks, and fingerprinting, that is identifying …

Diffusion MRI tractography has been used to map the axonal structure of the human brain,
but its ability to detect neuronal injury is yet to be explored. Here we report differential …