Ali Zolnour

18 papers Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing healthcare with large language models: A scoping review of applications and future directions.
Int. J. Medical Informatics
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini, Maxim Topaz, Maryam Zolnoori
2026 J jnl
The Voice of Equity: A Systematic Evaluation of Bias Mitigation Techniques for Speech-Based Cognitive Impairment Detection Across Architectures and Demographics.
CoRR
Yasaman Haghbin, Sina Rashidi, Ali Zolnour, Maryam Zolnoori
2026 J jnl
TransformerCARE: A novel speech analysis pipeline using transformer-based models and audio augmentation techniques for cognitive impairment detection.
Int. J. Medical Informatics
Hossein Azadmaleki, Ali Zolnour, Sina Rashidi, James M. Noble, Julia Hirschberg, Elyas Esmaeili, Tahoura Morovati, Maryam Zolnoori
2025 — conf
A Scoping Review of Large Language Model Applications in Healthcare.
MedInfo
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini, Maxim Topaz, Maryam Zolnoori
2025 J jnl
Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications.
J. Am. Medical Informatics Assoc.
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
2025 J jnl
Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models.
Int. J. Medical Informatics
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Ali Zolnour, Hossein Azadmaleki, Maxim Topaz, Maryam Zolnoori
2025 J jnl
LLMCARE: Alzheimer's Detection via Transformer Models Enhanced by LLM-Generated Synthetic Data.
CoRR
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
2025 J jnl
LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data.
Frontiers Artif. Intell.
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
2025 J jnl
National Institute on Aging PREPARE Challenge: Early Detection of Cognitive Impairment Using Speech - The SpeechCARE Solution.
CoRR
Maryam Zolnoori, Hossein Azadmaleki, Yasaman Haghbin, Ali Zolnour, Mohamad Javad Momeni Nezhad, Sina Rashidi, Mehdi Naserian, Elyas Esmaeili, Sepehr Karimi Arpanahi
2025 J jnl
Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies.
CoRR
Fatemeh Taherinezhad, Mohamad Javad Momeni Nezhad, Sepehr Karimi, Sina Rashidi, Ali Zolnour, Maryam Dadkhah, Yasaman Haghbin, Hossein Azadmaleki, Maryam Zolnoori
2025 — conf
SpeechCARE: Harnessing Multimodal Innovation to Transform Cognitive Impairment Detection - Insights from the National Institute on Aging Alzheimer's Speech Challenge.
MedInfo
Hossein Azadmaleki, Yasaman Haghbin, Sina Rashidi, Mohamad Javad Momeni Nezhad, Mehdi Naserian, Elyas Esmaeili, Ali Zolnour, Maryam Zolnoori
2025 J jnl
SpeechCARE: dynamic multimodal modeling for cognitive screening in diverse linguistic and speech task contexts.
npj Digit. Medicine
Hossein Azadmaleki, Yasaman Haghbin, Sina Rashidi, Mohamad Javad Momeni Nezhad, Ali Zolnour, Maryam Zolnoori
2025 — conf
SpeechCura: A Novel Speech Augmentation Framework to Tackle Data Scarcity in Healthcare.
MedInfo
Sina Rashidi, Hossein Azadmaleki, Ali Zolnour, Mohamad Javad Momeni Nezhad, Maryam Zolnoori
2025 — conf
Voice for All: Evaluating the Accuracy and Equity of Automatic Speech Recognition Systems in Transcribing Patient Communications in Home Healthcare.
MedInfo
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
2024 J jnl
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare.
J. Am. Medical Informatics Assoc.
Maryam Zolnoori, Sridevi Sridharan, Ali Zolnour, Sasha Vergez, Margaret V. McDonald, Zoran Kostic, Kathryn H. Bowles, Maxim Topaz
2023 J jnl
A risk identification model for detection of patients at risk of antidepressant discontinuation.
Frontiers Artif. Intell.
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
2023 J jnl
ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia.
Artif. Intell. Medicine
Maryam Zolnoori, Ali Zolnour, Maxim Topaz
2023 J jnl
Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings.
J. Am. Medical Informatics Assoc.
Maryam Zolnoori, Sasha Vergez, Sridevi Sridharan, Ali Zolnour, Kathryn H. Bowles, Zoran Kostic, Maxim Topaz