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2020 – today
- 2026
[j10]Hossein Azadmaleki, Ali Zolnour, Sina Rashidi, James M. Noble
, Julia Hirschberg, Elyas Esmaeili, Tahoura Morovati, Maryam Zolnoori:
TransformerCARE: A novel speech analysis pipeline using transformer-based models and audio augmentation techniques for cognitive impairment detection. Int. J. Medical Informatics 207: 106208 (2026)- [j9]Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini, Maxim Topaz, Maryam Zolnoori:
Advancing healthcare with large language models: A scoping review of applications and future directions. Int. J. Medical Informatics 208: 106231 (2026) - [i4]Yasaman Haghbin, Sina Rashidi, Ali Zolnour, Maryam Zolnoori:
The Voice of Equity: A Systematic Evaluation of Bias Mitigation Techniques for Speech-Based Cognitive Impairment Detection Across Architectures and Demographics. CoRR abs/2601.16989 (2026) - 2025
- [j8]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:
LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data. Frontiers Artif. Intell. 8 (2025) - [j7]Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Ali Zolnour, Hossein Azadmaleki, Maxim Topaz, Maryam Zolnoori:
Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models. Int. J. Medical Informatics 203: 106035 (2025) - [j6]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:
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. 32(2): 328-340 (2025) - [j5]Hossein Azadmaleki, Yasaman Haghbin, Sina Rashidi, Mohamad Javad Momeni Nezhad, Ali Zolnour, Maryam Zolnoori:
SpeechCARE: dynamic multimodal modeling for cognitive screening in diverse linguistic and speech task contexts. npj Digit. Medicine 8(1) (2025) - [c4]Hossein Azadmaleki, Yasaman Haghbin, Sina Rashidi, Mohamad Javad Momeni Nezhad, Mehdi Naserian, Elyas Esmaeili, Ali Zolnour, Maryam Zolnoori:
SpeechCARE: Harnessing Multimodal Innovation to Transform Cognitive Impairment Detection - Insights from the National Institute on Aging Alzheimer's Speech Challenge. MedInfo 2025: 1856-1857 - [c3]Sina Rashidi, Hossein Azadmaleki, Ali Zolnour, Mohamad Javad Momeni Nezhad, Maryam Zolnoori:
SpeechCura: A Novel Speech Augmentation Framework to Tackle Data Scarcity in Healthcare. MedInfo 2025: 1858-1859 - [c2]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:
Voice for All: Evaluating the Accuracy and Equity of Automatic Speech Recognition Systems in Transcribing Patient Communications in Home Healthcare. MedInfo 2025: 1904-1906 - [c1]Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini, Maxim Topaz, Maryam Zolnoori:
A Scoping Review of Large Language Model Applications in Healthcare. MedInfo 2025: 1966-1967 - [i3]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:
LLMCARE: Alzheimer's Detection via Transformer Models Enhanced by LLM-Generated Synthetic Data. CoRR abs/2508.10027 (2025) - [i2]Fatemeh Taherinezhad, Mohamad Javad Momeni Nezhad, Sepehr Karimi, Sina Rashidi, Ali Zolnour, Maryam Dadkhah, Yasaman Haghbin, Hossein Azadmaleki, Maryam Zolnoori:
Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies. CoRR abs/2509.03525 (2025) - [i1]Maryam Zolnoori, Hossein Azadmaleki, Yasaman Haghbin, Ali Zolnour, Mohamad Javad Momeni Nezhad, Sina Rashidi, Mehdi Naserian, Elyas Esmaeili, Sepehr Karimi Arpanahi:
National Institute on Aging PREPARE Challenge: Early Detection of Cognitive Impairment Using Speech - The SpeechCARE Solution. CoRR abs/2511.08132 (2025) - 2024
- [j4]Maryam Zolnoori, Sridevi Sridharan, Ali Zolnour, Sasha Vergez, Margaret V. McDonald, Zoran Kostic, Kathryn H. Bowles, Maxim Topaz:
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare. J. Am. Medical Informatics Assoc. 31(2): 435-444 (2024) - 2023
- [j3]Maryam Zolnoori, Ali Zolnour, Maxim Topaz:
ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia. Artif. Intell. Medicine 143: 102624 (2023) - [j2]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:
A risk identification model for detection of patients at risk of antidepressant discontinuation. Frontiers Artif. Intell. 6 (2023) - [j1]Maryam Zolnoori, Sasha Vergez, Sridevi Sridharan, Ali Zolnour, Kathryn H. Bowles, Zoran Kostic, Maxim Topaz:
Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings. J. Am. Medical Informatics Assoc. 30(10): 1673-1683 (2023)
Coauthor Index
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