Publications by authors named "Hossein Azadmaleki"

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TransformerCARE: A novel speech analysis pipeline using transformer-based models and audio augmentation techniques for cognitive impairment detection.
Hossein Azadmaleki, Ali Zolnour, Sina Rashidi, James M Noble, Julia Hirschberg

Int J Med Inform· December 2025

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Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models.
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Ali Zolnour, Hossein Azadmaleki

Int J Med Inform· November 2025

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SpeechCARE: dynamic multimodal modeling for cognitive screening in diverse linguistic and speech task contexts.
Hossein Azadmaleki, Yasaman Haghbin, Sina Rashidi, Mohammad Javad Momeni Nezhad, Ali Zolnour

NPJ Digit Med· November 2025

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LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data.
Ali Zolnour, Hossein Azadmaleki, Yasaman Haghbin, Fatemeh Taherinezhad, Mohamad Javad Momeni Nezhad

Front Artif Intell· November 2025

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SpeechCARE: Harnessing Multimodal Innovation to Transform Cognitive Impairment Detection - Insights from the National Institute on Aging Alzheimer's Speech Challenge.
Hossein Azadmaleki, Yasaman Haghbin, Sina Rashidi, Mohammad Javad Momeni Nezhad, Mehdi Naserian

Stud Health Technol Inform· August 2025

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SpeechCura: A Novel Speech Augmentation Framework to Tackle Data Scarcity in Healthcare.
Sina Rashidi, Hossein Azadmaleki, Ali Zolnour, Mohammad Javad Momeni Nezhad, Maryam Zolnoori

Stud Health Technol Inform· August 2025

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