Ali Zolnour

According to our database, Ali Zolnour authored at least 18 papers between 2023 and 2026.

Collaborative distances:

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

2026

The Voice of Equity: A Systematic Evaluation of Bias Mitigation Techniques for Speech-Based Cognitive Impairment Detection Across Architectures and Demographics.

Yasaman Haghbin, Sina Rashidi, Ali Zolnour, Maryam Zolnoori

CoRR, January, 2026

Advancing healthcare with large language models: A scoping review of applications and future directions.

Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini, Maxim Topaz, Maryam Zolnoori

Int. J. Medical Informatics, 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

Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications.

Maryam Zolnoori, Ali Zolnour, Sasha Vergez, Sridevi Sridharan, Ian Spens, Maxim Topaz, James M. Noble, Suzanne Bakken, Julia Hirschberg, Kathryn H. Bowles, Nicole Onorato, Margaret V. McDonald

J. Am. Medical Informatics Assoc., 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

A Scoping Review of Large Language Model Applications in Healthcare.

Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini, Maxim Topaz, Maryam Zolnoori

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

Voice for All: Evaluating the Accuracy and Equity of Automatic Speech Recognition Systems in Transcribing Patient Communications in Home Healthcare.

Zidu Xu, Sasha Vergez, Elyas Esmaeili, Ali Zolnour, Krystal Anne Briggs, Jihye Kim Scroggins, Seyed Farid Hosseini Ebrahimabad, James M. Noble, Maxim Topaz, Suzanne Bakken, Kathryn H. Bowles, Ian Spens, Nicole Onorato, Sridevi Sridharan, Margaret V. McDonald, Maryam Zolnoori

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

2024

Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare.

Maryam Zolnoori, Sridevi Sridharan, Ali Zolnour, Sasha Vergez, Margaret V. McDonald, Zoran Kostic, Kathryn H. Bowles, Maxim Topaz

J. Am. Medical Informatics Assoc., January, 2024

2023

Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings.

Maryam Zolnoori, Sasha Vergez, Sridevi Sridharan, Ali Zolnour, Kathryn H. Bowles, Zoran Kostic, Maxim Topaz

J. Am. Medical Informatics Assoc., September, 2023

ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia.

Maryam Zolnoori, Ali Zolnour, Maxim Topaz

Artif. Intell. Medicine, September, 2023

A risk identification model for detection of patients at risk of antidepressant discontinuation.

Ali Zolnour, Christina E. Eldredge, Anthony Faiola, Yadollah Yaghoobzadeh, Masoud Khani, Doreen Foy, Maxim Topaz, Hadi Kharrazi, Kin Wah Fung, Paul A. Fontelo, Anahita Davoudi, Azade Tabaie, Scott A. Breitinger, Tyler S. Oesterle, Masoud Rouhizadeh, Zahra Zonnor, Hans Moen, Timothy B. Patrick, Maryam Zolnoori

Frontiers Artif. Intell., February, 2023