A technical review of canonical correlation analysis for neuroscience applications

X Zhuang, Z Yang, D Cordes - Human brain mapping, 2020 - Wiley Online Library
Collecting comprehensive data sets of the same subject has become a standard in
neuroscience research and uncovering multivariate relationships among collected data sets …

The Western Aphasia Battery: A systematic review of research and clinical applications

A Kertesz - Aphasiology, 2022 - Taylor & Francis
Background: Since design and publication of the Western Aphasia Battery (WAB),
increasing use to assess patients with aphasia in a clinical and research setting in stroke …

Language and developmental plasticity after perinatal stroke

EL Newport, A Seydell-Greenwald… - Proceedings of the …, 2022 - National Acad Sciences
The mature human brain is lateralized for language, with the left hemisphere (LH) primarily
responsible for sentence processing and the right hemisphere (RH) primarily responsible for …

[图书][B] Cognitive neuroscience of language

D Kemmerer - 2022 - taylorfrancis.com
Cognitive Neuroscience of Language provides an up-to-date, wide-ranging, and
pedagogically practical survey of the most important developments in this exciting field. It …

Assessing and mapping language, attention and executive multidimensional deficits in stroke aphasia

R Schumacher, AD Halai, MA Lambon Ralph - Brain, 2019 - academic.oup.com
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 …

[HTML][HTML] Predictors beyond the lesion: Health and demographic factors associated with aphasia severity

L Johnson, S Nemati, L Bonilha, C Rorden, N Busby… - Cortex, 2022 - Elsevier
Background Lesion-related factors are associated with severity of language impairment in
persons with aphasia. The extent to which demographic and health factors predict language …

Machine learning‐based multimodal prediction of language outcomes in chronic aphasia

S Kristinsson, W Zhang, C Rorden… - Human brain …, 2021 - Wiley Online Library
Recent studies have combined multiple neuroimaging modalities to gain further
understanding of the neurobiological substrates of aphasia. Following this line of work, the …

An empirical comparison of univariate versus multivariate methods for the analysis of brain–behavior mapping

MV Ivanova, TJ Herron, NF Dronkers… - Human Brain …, 2021 - Wiley Online Library
Lesion symptom mapping (LSM) tools are used on brain injury data to identify the neural
structures critical for a given behavior or symptom. Univariate lesion symptom mapping …

Rethinking causality and data complexity in brain lesion-behaviour inference and its implications for lesion-behaviour modelling

C Sperber - Cortex, 2020 - Elsevier
Modelling behavioural deficits based on structural lesion imaging is a popular approach to
map functions in the human brain, and efforts to translationally apply lesion-behaviour …

[HTML][HTML] Common predictors of spoken and written language performance in aphasia, alexia, and agraphia

PM Beeson, K Rising, A Sachs… - Frontiers in Human …, 2022 - frontiersin.org
Language performance requires support from central cognitive/linguistic abilities as well as
the more peripheral sensorimotor skills to plan and implement spoken and written …