Manuel Jose Marte

Peer-Reviewed Publications

  1. Kiran, S., Carpenter, E., Grasemann, U., Scimeca, M., Marte, M. J., Russell-Meill, M., Peñaloza, C., Tripodis, Y., & Miikkulainen, R. (2026). Predicting bilingual aphasia treatment outcomes using digital twins: A double-blind randomized controlled trial. npj Digital Medicine. doi
  2. Chen, X.J., Marte, M. J., Kiran, S., & Blanco-Elorrieta, E. (2026). Evidence for an integrated bilingual language system from discourse tasks in aphasia. Aphasiology. doi
  3. Russell-Meill, M.*, Marte, M. J.*, Carpenter, E.*, & Kiran, S. (2025). Navigating the Complexity of Bilingual Aphasia: Current Insights and Future Directions. Brain Sciences. doi
  4. Scimeca, M., Peñaloza, C., Carpenter, E., Marte, M. J., Russell-Meill, M., & Kiran, S. (2025). The evolution of word retrieval errors during semantic feature-based therapy in bilingual aphasia. Bilingualism: Language and Cognition. doi
  5. Russell-Meill, M., Carpenter, E., Marte, M. J., Scimeca, M., Peñaloza, C., & Kiran, S. (2025). Measurement of cross-language and cross-domain-generalization following semantic feature-based anomia therapy in bilingual aphasia. Neuropsychological Rehabilitation. doi
  6. Peñaloza, C., Marte, M. J., Billot, A., & Kiran, S. (2025). Cross-language interactions during sequential anomia treatment in three languages: Evidence from a trilingual person with aphasia. Cortex. doi
  7. Marte, M. J., Carpenter, E., Scimeca, M., Russell-Meill, M., Peñaloza, C., Grasemann, U., Miikkulainen, R., & Kiran, S. (2025). Machine learning predictions of recovery in bilingual post-stroke aphasia: Aligning insights with clinical evidence. Stroke. doi  pdf
  8. Marte, M. J.*, Russell-Meill, M.*, Carvalho, N.*, & Kiran, S. (2025). Charting the Course of Aphasia Recovery: Factors, Trajectories, and Outcomes. Annual Review of Linguistics. doi  pdf
  9. Cordella, C., Marte, M. J., Liu, H., & Kiran, S. (2025). An introduction to machine learning for speech-language pathologists: Concepts, terminology, and emerging applications. Perspectives of the ASHA Special Interest Groups: Sig 2 Neurogenic Communication Disorders. doi
  10. Marte, M. J., Addesso, D.*, & Kiran, S. (2024). Association Between Social Determinants of Health and Communication Difficulties in Poststroke U.S. Hispanic and Non-Hispanic White Populations. American Journal of Speech-Language Pathology. doi
  11. Marte, M. J., Peñaloza, C., & Kiran, S. (2023). The cognate effect on lexical access in bilingual aphasia: Evidence from the Boston Naming Test. Bilingualism: Language and Cognition. doi
  12. Marte, M. J.*, Carpenter, E.*, Falconer, I., Scimeca, M., Abdollahi, F., Peñaloza, C., & Kiran, S. (2022). LEX-BADAT: Language EXperience in Bilinguals With and Without Aphasia DATaset. Frontiers in Psychology, 13:875928. doi

*shared first authorship; mentee

Under Review

  1. Marte, M. J., Gillis, B., Wei, X., Galvin, C., Rigolo, L., Tie, Y., Kiran, S., & Liebenthal, E. (under review, Nature Communications). Real-time emotional valence judgements during movie-watching reveal impaired language-emotion coupling in aphasia. preprint
  2. Marte, M. J., Chaves, M.*, Kelly, L., Diaz-Carr, I., Neal, V., Stockbridge, M. D., & Hillis, A. E. (under review, Brain Communications). Acute-phase machine learning prediction of 12-month aphasia and discourse recovery. preprint

In Preparation

  1. Marte, M. J., Chaves, M.*, Kelly, L., Diaz-Carr, I., Neal, V., Stockbridge, M. D., & Hillis, A. E. (in preparation). Residual language deficits in WAB-recovered patients: prevalence and correlates at 12 months after left-hemisphere stroke.
  2. Marte, M. J., Lee, S., Wang, S., Goldin, K.*, Girard, J., Varkanitsa, M., Tie, Y., Kiran, S., & Liebenthal, E. (in preparation). Automated multimodal main concept analysis for narrative discourse in aphasia.
  3. Marte, M. J., Kelly, L., Chao, R., DeWalt, C., Gentile, M., & Stockbridge, M. D. (in preparation). Open-weight large language models match speech-language pathologists in scoring acute aphasia from picture description.
  4. Marte, M. J., Gillis, B., Tie, Y., Kiran, S., & Liebenthal, E. (in preparation). Divergent visual attention strategies in aphasia and mild cognitive impairment: Evidence from naturalistic movie-viewing.
  5. Carpenter, E., Scimeca, M., Marte, M. J., Russell-Meill, M., Peñaloza, C., & Kiran, S. (in preparation). Moving away from parallel and differential language impairments in bilingual aphasia: A machine learning approach to the identification of bilingual aphasia clinical profiles.

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