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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 14 of 14 1 Investigating the effect of changing parameters when building prediction models in post-stroke aphasia Halai, Ajay D.; Woollams, Anna M.; Lambon Ralph, Matthew A. 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 BASE Hide details 2 Predicting the pattern and severity of chronic post-stroke language deficits from functionally-partitioned structural lesions Halai, Ajay D.; Woollams, Anna M.; Lambon Ralph, Matthew A.. - : Elsevier, 2018 BASE Show details 3 Triangulation of language-cognitive impairments, naming errors and their neural bases post-stroke Halai, Ajay D.; Woollams, Anna M.; Lambon Ralph, Matthew A.. - : Elsevier, 2017 BASE Show details 4 Seeing the Meaning: Top–Down Effects on Letter Identification Evans, Gemma A. L.; Lambon Ralph, Matthew A.; Woollams, Anna M.. - : Frontiers Media S.A., 2017 BASE Show details 5 Do You Read How I Read? Systematic Individual Differences in Semantic Reliance amongst Normal Readers Woollams, Anna M.; Lambon Ralph, Matthew A.; Madrid, Gaston. - : Frontiers Media S.A., 2016 BASE Show details 6 Processing deficits for familiar and novel faces in patients with left posterior fusiform lesions Roberts, Daniel J.; Lambon Ralph, Matthew A.; Kim, Esther. - : Masson, 2015 BASE Show details 7 Triangulation of the neurocomputational architecture underpinning reading aloud Hoffman, Paul; Lambon Ralph, Matthew A.; Woollams, Anna M.. - : National Academy of Sciences, 2015 BASE Show details 8 What lies beneath: A comparison of reading aloud in pure alexia and semantic dementia Woollams, Anna M.; Hoffman, Paul; Roberts, Daniel J.... In: Cognitive neuropsychology. - Abingdon : Routledge, Taylor & Francis Group 31 (2014) 5, 461-481 OLC Linguistik Show details 9 Capturing multidimensionality in stroke aphasia: mapping principal behavioural components to neural structures Butler, Rebecca A.; Lambon Ralph, Matthew A.; Woollams, Anna M.. - : Oxford University Press, 2014 BASE Show details 10 Capturing multidimensionality in stroke aphasia: mapping principal behavioural components to neural structures Butler, Rebecca A.; Lambon Ralph, Matthew A.; Woollams, Anna M.. - : Oxford University Press, 2014 BASE Show details 11 Repetition priming of picture naming in semantic aphasia: the impact of intervening items Lambon Ralph, Matthew A.; Soni, Maya; Woollams, Anna M. In: Aphasiology. - London [u.a.] : Routledge, Taylor & Francis Group 26 (2012) 1, 44-63 BLLDB OLC Linguistik Show details 12 "W" is for bath: can associative errors be cued? Lambon Ralph, Matthew A.; Soni, Maya; Woollams, Anna M. In: Journal of neurolinguistics. - Orlando, Fla. : Elsevier 24 (2011) 4, 445-465 BLLDB OLC Linguistik Show details 13 "L" is for tiger: effects of phonological (mis)cueing on picture naming in semantic aphasia Woollams, Anna M.; Ehsan, Sheeba; Lambon Ralph, Matthew A.... In: Journal of neurolinguistics. - Orlando, Fla. : Elsevier 22 (2009) 6, 538-547 BLLDB OLC Linguistik Show details 14 “L” is for tiger: Effects of phonological (mis)cueing on picture naming in semantic aphasia Soni, Maya; Lambon Ralph, Matthew A.; Noonan, Krist... In: Journal of neurolinguistics. - Orlando, Fla. : Elsevier 22 (2009) 6, 538-547 OLC Linguistik Show details

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