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Neuroimaging-based individualized prediction of cognition and behavior for mental disorders and health: methods and promises
The neuroimaging community has witnessed a paradigm shift in biomarker discovery from
using traditional univariate brain map** approaches to multivariate predictive models …
using traditional univariate brain map** approaches to multivariate predictive models …
Intelligent speech technologies for transcription, disease diagnosis, and medical equipment interactive control in smart hospitals: A review
The growing and aging of the world population have driven the shortage of medical
resources in recent years, especially during the COVID-19 pandemic. Fortunately, the rapid …
resources in recent years, especially during the COVID-19 pandemic. Fortunately, the rapid …
Structural disconnections explain brain network dysfunction after stroke
Stroke causes focal brain lesions that disrupt functional connectivity (FC), a measure of
activity synchronization, throughout distributed brain networks. It is often assumed that FC …
activity synchronization, throughout distributed brain networks. It is often assumed that FC …
[HTML][HTML] Lesion Quantification Toolkit: A MATLAB software tool for estimating grey matter damage and white matter disconnections in patients with focal brain lesions
Lesion studies are an important tool for cognitive neuroscientists and neurologists. However,
while brain lesion studies have traditionally aimed to localize neurological symptoms to …
while brain lesion studies have traditionally aimed to localize neurological symptoms to …
Assessing and map** language, attention and executive multidimensional deficits in stroke aphasia
There is growing awareness that aphasia following a stroke can include deficits in other
cognitive functions and that these are predictive of certain aspects of language function …
cognitive functions and that these are predictive of certain aspects of language function …
Outcome after acute ischemic stroke is linked to sex-specific lesion patterns
Acute ischemic stroke affects men and women differently. In particular, women are often
reported to experience higher acute stroke severity than men. We derived a low-dimensional …
reported to experience higher acute stroke severity than men. We derived a low-dimensional …
[HTML][HTML] Relative contributions of lesion location and lesion size to predictions of varied language deficits in post-stroke aphasia
Despite the widespread use of lesion-symptom map** (LSM) techniques to study
associations between location of brain damage and language deficits, the prediction of …
associations between location of brain damage and language deficits, the prediction of …
[HTML][HTML] Damage to the shortest structural paths between brain regions is associated with disruptions of resting-state functional connectivity after stroke
Focal brain lesions disrupt resting-state functional connectivity, but the underlying structural
mechanisms are unclear. Here, we examined the direct and indirect effects of structural …
mechanisms are unclear. Here, we examined the direct and indirect effects of structural …
A data-driven approach to post-stroke aphasia classification and lesion-based prediction
Aphasia is an acquired impairment in the production or comprehension of language,
typically caused by left hemisphere stroke. The subty** framework used in clinical …
typically caused by left hemisphere stroke. The subty** framework used in clinical …
Machine learning‐based multimodal prediction of language outcomes in chronic aphasia
Recent studies have combined multiple neuroimaging modalities to gain further
understanding of the neurobiological substrates of aphasia. Following this line of work, the …
understanding of the neurobiological substrates of aphasia. Following this line of work, the …