Publications by authors named "Najim Dehak"

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Interpretable Features for the Assessment of Neurodegenerative Diseases through Handwriting Analysis.
Thomas Thebaud, Anna Favaro, Casey Chen, Gabrielle Chavez, Laureano Moro-Velazquez, Najim Dehak

IEEE J Biomed Health Inform· October 2025

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Toward Inclusive Large-Scale Alzheimer's Disease Detection via Speech and Language Modeling.
Anna Favaro, Krystof Novotny, Yingnan He, Yu Leng, Sudeshna Das, Najim Dehak

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Leveraging Eye-Tracking Signals for Neurodegenerative Disease Classification with Deep Learning Models.
Yuzhe Guo, Yuzhe Wang, Laureano Moro-Velazquez, Najim Dehak

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Deep Stroop: Integrating eye tracking and speech processing to characterize people with neurodegenerative disorders while performing neuropsychological tests.
Trevor Meyer, Anna Favaro, Esther S Oh, Ankur Butala, Chelsie Motley, Najim Dehak

Comput Biol Med· January 2025

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Time Scale Network: An Efficient Shallow Neural Network For Time Series Data in Biomedical Applications.
Trevor Meyer, Camden Shultz, Najim Dehak, Laureano Moro-Velázquez, Pedro Irazoqui

IEEE J Sel Top Signal Process· January 2025

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Unveiling early signs of Parkinson's disease via a longitudinal analysis of celebrity speech recordings.
Anna Favaro, Ankur Butala, Thomas Thebaud, Jesús Villalba, Najim Dehak

NPJ Parkinsons Dis· October 2024

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Concurrent validity of instrumented insoles measuring gait and balance metrics in Parkinson's disease.
Sophia A Watkinson, Anthony Anderson, Michael Caiola, David Eguren, Michael Gonzalez, Najim Dehak

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care.
Peter Abadir, Esther Oh, Rama Chellappa, Niteesh Choudhry, George Demiris, Najim Dehak

Alzheimers Dement· April 2024

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Automating the analysis of eye movement for different neurodegenerative disorders.
Deming Li, Ankur A Butala, Laureano Moro-Velazquez, Trevor Meyer, Esther S Oh, Najim Dehak

Comput Biol Med· March 2024

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Interpretable speech features vs. DNN embeddings: What to use in the automatic assessment of Parkinson's disease in multi-lingual scenarios.
Anna Favaro, Yi-Ting Tsai, Ankur Butala, Thomas Thebaud, Jesús Villalba, Najim Dehak

Comput Biol Med· November 2023

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Multilingual evaluation of interpretable biomarkers to represent language and speech patterns in Parkinson's disease.
Anna Favaro, Laureano Moro-Velázquez, Ankur Butala, Chelsie Motley, Tianyu Cao, Najim Dehak

Front Neurol· March 2023

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Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease.
Laureano Moro-Velazquez, Jorge A Gomez-Garcia, Juan I Godino-Llorente, Francisco Grandas-Perez, Stefanie Shattuck-Hufnagel, Najim Dehak

Sci Rep· December 2019

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Long term Suboxone™ emotional reactivity as measured by automatic detection in speech.
Edward Hill, David Han, Pierre Dumouchel, Najim Dehak, Thomas Quatieri

PLoS One· February 2014

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