Graph-based deep learning for medical diagnosis and analysis: past, present and future
With the advances of data-driven machine learning research, a wide variety of prediction
problems have been tackled. It has become critical to explore how machine learning and …
problems have been tackled. It has become critical to explore how machine learning and …
Challenges for machine learning in clinical translation of big data imaging studies
Combining deep learning image analysis methods and large-scale imaging datasets offers
many opportunities to neuroscience imaging and epidemiology. However, despite these …
many opportunities to neuroscience imaging and epidemiology. However, despite these …
Cognitive insights from tertiary sulci in prefrontal cortex
The lateral prefrontal cortex (LPFC) is disproportionately expanded in humans compared to
non-human primates, although the relationship between LPFC brain structures and uniquely …
non-human primates, although the relationship between LPFC brain structures and uniquely …
Uncovering a tripartite landmark in posterior cingulate cortex
Understanding brain structure-function relationships, and their development and evolution,
is central to neuroscience research. Here, we show that morphological differences in …
is central to neuroscience research. Here, we show that morphological differences in …
Overlooked tertiary sulci serve as a meso-scale link between microstructural and functional properties of human lateral prefrontal cortex
Understanding the relationship between neuroanatomy and function in portions of cortex
that perform functions largely specific to humans such as lateral prefrontal cortex (LPFC) is …
that perform functions largely specific to humans such as lateral prefrontal cortex (LPFC) is …
Sulcal depth in prefrontal cortex: a novel predictor of working memory performance
The neuroanatomical changes that underpin cognitive development are of major interest in
neuroscience. Of the many aspects of neuroanatomy to consider, tertiary sulci are …
neuroscience. Of the many aspects of neuroanatomy to consider, tertiary sulci are …
[HTML][HTML] TopoFit: rapid reconstruction of topologically-correct cortical surfaces
Mesh-based reconstruction of the cerebral cortex is a fundamental component in brain
image analysis. Classical, iterative pipelines for cortical modeling are robust but often time …
image analysis. Classical, iterative pipelines for cortical modeling are robust but often time …
Leveraging input-level feature deformation with guided-attention for sulcal labeling
The identification of cortical sulci is key for understanding functional and structural
development of the cortex. While large, consistent sulci (or primary/secondary sulci) receive …
development of the cortex. While large, consistent sulci (or primary/secondary sulci) receive …
Neuroanatomical and functional dissociations between variably present anterior lateral prefrontal sulci
The lateral prefrontal cortex (LPFC) is an evolutionarily expanded region in humans that is
critical for numerous complex functions, many of which are largely hominoid specific …
critical for numerous complex functions, many of which are largely hominoid specific …
Functionally and structurally distinct fusiform face area (s) in over 1000 participants
The fusiform face area (FFA) is a widely studied region causally involved in face perception.
Even though cognitive neuroscientists have been studying the FFA for over two decades …
Even though cognitive neuroscientists have been studying the FFA for over two decades …