Hossein Azadmaleki

According to our database, Hossein Azadmaleki authored at least 9 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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, Elyas Esmaeili, Tahoura Morovati, Maryam Zolnoori

Int. J. Medical Informatics, 2026

2025

National Institute on Aging PREPARE Challenge: Early Detection of Cognitive Impairment Using Speech - The SpeechCARE Solution.

Maryam Zolnoori, Hossein Azadmaleki, Yasaman Haghbin, Ali Zolnour, Mohamad Javad Momeni Nezhad, Sina Rashidi, Mehdi Naserian, Elyas Esmaeili, Sepehr Karimi Arpanahi

CoRR, November, 2025

Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies.

Fatemeh Taherinezhad, Mohamad Javad Momeni Nezhad, Sepehr Karimi, Sina Rashidi, Ali Zolnour, Maryam Dadkhah, Yasaman Haghbin, Hossein Azadmaleki, Maryam Zolnoori

CoRR, September, 2025

LLMCARE: Alzheimer's Detection via Transformer Models Enhanced by LLM-Generated Synthetic Data.

Ali Zolnour, Hossein Azadmaleki, Yasaman Haghbin, Fatemeh Taherinezhad, Mohamad Javad Momeni Nezhad, Sina Rashidi, Masoud Khani, Amirsajjad Taleban, Samin Mahdizadeh Sani, Maryam Dadkhah, James M. Noble, Suzanne Bakken, Yadollah Yaghoobzadeh, Abdol-Hossein Vahabie, Masoud Rouhizadeh, Maryam Zolnoori

CoRR, August, 2025

SpeechCARE: dynamic multimodal modeling for cognitive screening in diverse linguistic and speech task contexts.

Hossein Azadmaleki, Yasaman Haghbin, Sina Rashidi, Mohamad Javad Momeni Nezhad, Ali Zolnour, Maryam Zolnoori

npj Digit. Medicine, 2025

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, Maxim Topaz, Maryam Zolnoori

Int. J. Medical Informatics, 2025

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, Sina Rashidi, Masoud Khani, Amirsajjad Taleban, Samin Mahdizadeh Sani, Maryam Dadkhah, James M. Noble, Suzanne Bakken, Yadollah Yaghoobzadeh, Abdol-Hossein Vahabie, Masoud Rouhizadeh, Maryam Zolnoori

Frontiers Artif. Intell., 2025

SpeechCura: A Novel Speech Augmentation Framework to Tackle Data Scarcity in Healthcare.

Sina Rashidi, Hossein Azadmaleki, Ali Zolnour, Mohamad Javad Momeni Nezhad, Maryam Zolnoori

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

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, Mohamad Javad Momeni Nezhad, Mehdi Naserian, Elyas Esmaeili, Ali Zolnour, Maryam Zolnoori

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025