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1	Clustering and Switching in Verbal Fluency Across Varying Degrees of Cognitive Control Demands: Evidence From Healthy Bilinguals and Bilingual Patients With Aphasia
	Carpenter, Erin; Peñaloza, Claudia; Rao, Leela...
	In: Neurobiol Lang (Camb) (2021)
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2	Predicting language treatment response in bilingual aphasia using neural network-based patient models
	Grasemann, Uli; Peñaloza, Claudia; Dekhtyar, Maria; Miikkulainen, Risto; Kiran, Swathi
	In: Sci Rep (2021)
	Abstract: Predicting language therapy outcomes in bilinguals with aphasia (BWA) remains challenging due to the multiple pre- and poststroke factors that determine the deficits and recovery of their two languages. Computational models that simulate language impairment and treatment outcomes in BWA can help predict therapy response and identify the optimal language for treatment. Here we used the BiLex computational model to simulate the behavioral profile of language deficits and treatment response of a retrospective sample of 13 Spanish-English BWA who received therapy in one of their languages. Specifically, we simulated their prestroke naming ability and poststroke naming impairment in each language, and their treatment response in the treated and the untreated language. BiLex predicted treatment effects accurately and robustly in the treated language and captured different degrees of cross-language generalization in the untreated language in BWA. Our cross-validation approach further demonstrated that BiLex generalizes to predict treatment response for patients whose data were not used in model training. These findings support the potential of BiLex to predict therapy outcomes for BWA and suggest that computational modeling may be helpful to guide individually tailored rehabilitation plans for this population.
	Keyword: Article
	URL: https://doi.org/10.1038/s41598-021-89443-6 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131385/
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3	Telerehabilitation for Word Retrieval Deficits in Bilinguals With Aphasia: Effectiveness and Reliability as Compared to In-person Language Therapy
	Peñaloza, Claudia; Scimeca, Michael; Gaona, Angelica...
	In: Front Neurol (2021)
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4	Telerehabilitation for word retrieval deficits in bilinguals with aphasia: Effectiveness and reliability as compared to in-person language therapy
	Peñaloza, Claudia; Scimeca, Michael; Gaona, Angelica. - : Frontiers Media, 2021
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5	Predicting treatment outcomes for bilinguals with aphasia using computational modeling: Study protocol for the PROCoM randomised controlled trial
	Peñaloza, Claudia; Dekhtyar, Maria; Scimeca, Michael. - : BMJ Publishing Group Ltd, 2020
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6	White Matter Hyperintensities Predict Response to Language Treatment in Poststroke Aphasia ...
	Varkanitsa, Maria; Peñaloza, Claudia; Charidimou, Andreas. - : SAGE Journals, 2020
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7	supplamental_materials_NNR – Supplemental material for White Matter Hyperintensities Predict Response to Language Treatment in Poststroke Aphasia ...
	Varkanitsa, Maria; Peñaloza, Claudia; Charidimou, Andreas. - : SAGE Journals, 2020
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8	supplamental_materials_NNR – Supplemental material for White Matter Hyperintensities Predict Response to Language Treatment in Poststroke Aphasia ...
	Varkanitsa, Maria; Peñaloza, Claudia; Charidimou, Andreas. - : SAGE Journals, 2020
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9	White Matter Hyperintensities Predict Response to Language Treatment in Poststroke Aphasia ...
	Varkanitsa, Maria; Peñaloza, Claudia; Charidimou, Andreas. - : SAGE Journals, 2020
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10	Predicting treatment outcomes for bilinguals with aphasia using computational modeling: Study protocol for the PROCoM randomised controlled trial
	Peñaloza, Claudia; Dekhtyar, Maria; Scimeca, Michael...
	In: BMJ Open (2020)
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11	Verbal fluency as a measure of lexical access and cognitive control in bilingual persons with aphasia
	Carpenter, Erin; Rao, Leela; Peñaloza, Claudia...
	In: Aphasiology (2020)
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12	BiLex: A computational approach to the effects of age of acquisition and language exposure on bilingual lexical access
	Peñaloza, Claudia; Grasemann, Uli; Dekhtyar, Maria. - 2019
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13	The influence of prestroke proficiency on poststroke lexical-semantic performance in bilingual aphasia
	Peñaloza, Claudia; Barrett, Katherine; Kiran, Swathi
	In: Aphasiology (2019)
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14	Strength of Temporal White Matter Pathways Predicts Semantic Learning
	Ripollés, Pablo; Biel, Davina; Peñaloza, Claudia. - : Society for Neuroscience, 2017
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15	Cognitive mechanisms underlying Armoni: A computer-assisted cognitive training programme for individuals with intellectual disabilities
	Peñaloza, Claudia; Gutiérrez Maldonado, José; Ferrer, Marta (Ferrer García). - : Universidad de Murcia, 2016
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16	Novel word acquisition in aphasia: Facing the word-referent ambiguity of natural language learning contexts
	Järvinen, Sonja; Juncadella i Puig, Montserrat; Peñaloza, Claudia. - : Elsevier Masson SAS, 2016
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17	Novel word acquisition in aphasia: Facing the word-referent ambiguity of natural language learning contexts
	Peñaloza, Claudia; Mirman, Daniel; Tuomiranta, Leena. - 2016
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18	Language recovery and evidence of residual deficits after nonthalamic subcortical stroke: A 1 year follow-up study
	Peñaloza, Claudia; Rodríguez-Fornells, Antoni; Rubio, Francisco...
	In: Journal of neurolinguistics. - Orlando, Fla. : Elsevier 32 (2014), 16-30
	OLC Linguistik
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19	Speech segmentation in aphasia
	Peñaloza, Claudia; Benetello, Annalisa; Tuomiranta, Leena. - 2014
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20	Language recovery and evidence of residual deficits after nonthalamic subcortical stroke: A 1 year follow-up study
	Peñaloza, Claudia; Rodríguez Fornells, Antoni; Rubio Borrego, Francisco Ramón. - : The Society for Neuroscience, 2014
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