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A 'Mini Linguistic State Examination' to classify primary progressive aphasia. ...
Patel, Nikil; Peterson, Katie A; Ingram, Ruth U. - : Apollo - University of Cambridge Repository, 2022
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A 'Mini Linguistic State Examination' to classify primary progressive aphasia. ...
Patel, Nikil; Peterson, Katie A; Ingram, Ruth U. - : Apollo - University of Cambridge Repository, 2022
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3
Content Word Production during Discourse in Aphasia: Deficits in Word Quantity, Not Lexical-Semantic Complexity. ...
Alyahya, Reem SW; Halai, Ajay D; Conroy, Paul. - : Apollo - University of Cambridge Repository, 2021
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Content Word Production during Discourse in Aphasia: Deficits in Word Quantity, Not Lexical-Semantic Complexity.
Halai, Ajay D; Alyahya, Reem SW; Conroy, Paul. - : MIT Press - Journals, 2021. : Department of Psychiatry, 2021. : J Cogn Neurosci, 2021
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5
Graded, multidimensional intra- and intergroup variations in primary progressive aphasia and post-stroke aphasia.
In: Brain : a journal of neurology, vol 143, iss 10 (2020)
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6
A unified model of post-stroke language deficits including discourse production and their neural correlates. ...
Alyahya, Reem SW; Halai, Ajay; Conroy, Paul. - : Apollo - University of Cambridge Repository, 2020
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7
Evaluating the granularity and statistical structure of lesions and behaviour in post-stroke aphasia ...
Zhao, Ying; Lambon Ralph, Matthew; Halai, Ajay. - : Apollo - University of Cambridge Repository, 2020
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8
The verbal, nonverbal and structural bases of functional communication abilities in aphasia ...
Schmacher, Rahel; Bruehl, Stefanie; Halai, Ajay. - : Apollo - University of Cambridge Repository, 2020
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9
Graded, multidimensional intra- and intergroup variations in primary progressive aphasia and post-stroke aphasia. ...
Ingram, Ruth U; Halai, Ajay; Pobric, Gorana. - : Apollo - University of Cambridge Repository, 2020
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10
The verbal, non-verbal and structural bases of functional communication abilities in aphasia ...
Schumacher, Rahel; Bruehl, Stefanie; Halai, Ajay D. - : Oxford University Press, 2020
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11
Graded, multidimensional intra- and intergroup variations in primary progressive aphasia and post-stroke aphasia.
Ingram, Ruth U; Halai, Ajay; Pobric, Gorana. - : Oxford University Press (OUP), 2020. : Brain, 2020
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12
Evaluating the granularity and statistical structure of lesions and behaviour in post-stroke aphasia
Zhao, Ying; Lambon Ralph, Matthew; Halai, Ajay. - : Oxford University Press (OUP), 2020. : Brain Communications, 2020
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13
A unified model of post-stroke language deficits including discourse production and their neural correlates.
Conroy, Paul; Halai, Ajay; Alyahya, Reem SW. - : Oxford University Press (OUP), 2020. : Brain, 2020
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14
The verbal, nonverbal and structural bases of functional communication abilities in aphasia
Halai, Ajay; Schmacher, Rahel; Lambon Ralph, Matthew. - : Oxford University Press (OUP), 2020. : Brain Communications, 2020
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15
Investigating the effect of changing parameters when building prediction models in post-stroke aphasia
In: Nat Hum Behav (2020)
Abstract: Neuroimaging has radically improved our understanding of how speech and language abilities map to the brain in normal and impaired participants, including the diverse, graded variations observed in post-stroke aphasia. A handful of studies have begun to explore the reverse inference: creating brain-to-behaviour prediction models. In this study, we explored the effect of three critical parameters on model performance: (1) brain partitions as predictive features; (2) combination of multimodal neuroimaging; and (3) type of machine learning algorithms. We explored the influence of these factors while predicting four principal dimensions of language and cognition variation in post-stroke aphasia. Across all four behavioural dimensions, we consistently found that prediction models derived from diffusion weighted data did not improve performance over and above models using structural measures extracted from T1 scans. Our results provide a set of principles to guide future work aiming to predict outcomes in neurological patients from brain imaging data.
Keyword: Article
URL: https://doi.org/10.1038/s41562-020-0854-5
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7116235/
http://www.ncbi.nlm.nih.gov/pubmed/32313234
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16
The verbal, non-verbal and structural bases of functional communication abilities in aphasia
In: Brain Commun (2020)
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17
Evaluating the granularity and statistical structure of lesions and behaviour in post-stroke aphasia
In: Brain Commun (2020)
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18
A unified model of post-stroke language deficits including discourse production and their neural correlates
In: Brain (2020)
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19
Assessing and mapping language, attention and executive multidimensional deficits in stroke aphasia. ...
Schumacher, Rahel; Halai, Ajay; Lambon Ralph, Matthew. - : Apollo - University of Cambridge Repository, 2019
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20
Assessing and mapping language, attention and executive multidimensional deficits in stroke aphasia ...
Schumacher, Rahel; Halai, Ajay D; Lambon Ralph, Matthew A. - : Oxford University Press, 2019
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