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ORCIDMaryam Zolnoori
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2020 – today
- 2026
[j17]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)- [j16]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) - 2025
- [j15]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) - [j14]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) - [j13]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) - [j12]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) - [i4]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) - [i3]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) - [i2]Yu-Wen Chen, William Ho, Sasha Vergez, Grace Flaherty, Pallavi Gupta, Zhihong Zhang, Maryam Zolnoori, Margaret V. McDonald, Maxim Topaz, Zoran Kostic, Julia Hirschberg:
Hearing Health in Home Healthcare: Leveraging LLMs for Illness Scoring and ALMs for Vocal Biomarker Extraction. CoRR abs/2510.18169 (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
- [j11]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) - [c17]Maxim Topaz, Maryam Zolnoori, Zidu Xu, Jiyoun Song:
Voices Unheard: Exploring New Data Sources in Nursing Through Speech Processing. Nursing Informatics 2024: 300-304 - 2023
- [j10]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) - [j9]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) - [j8]Maryam Zolnoori, Yolanda Barrón, Jiyoun Song, James Noble, Julia Burgdorf, Miriam Ryvicker, Maxim Topaz:
HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare. Int. J. Medical Informatics 177: 105146 (2023) - [j7]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) - 2022
- [c16]Mollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathryn H. Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz:
Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. AMIA 2022 - [c15]Jiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V. McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz:
Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study. AMIA 2022 - [c14]Maryam Zolnoori, Maxim Topaz:
ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia. AMIA 2022 - 2021
- [c13]Mollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz:
Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. AMIA 2021 - [c12]Maryam Zolnoori, Sasha Vergez, Zoran Kostic, Siddhartha R. Jonnalagadda, Maxim Topaz:
Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings. AMIA 2021
2010 – 2019
- 2019
- [j6]Maryam Zolnoori, Kin Wah Fung, Timothy B. Patrick, Paul A. Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Christina E. Eldredge, Jake Luo, Mike Conway, Jiaxi Zhu, Soo Kyung Park, Kelly Xu, Hamideh Moayyed, Somaieh Goudarzvand:
A systematic approach for developing a corpus of patient reported adverse drug events: A case study for SSRI and SNRI medications. J. Biomed. Informatics 90 (2019) - [c11]Christina Eldredge, James E. Andrews, Maryam Zolnoori, Timothy B. Patrick, Joel Gallagher, Cesar A. Lam, Jake Luo:
Challenges to a Data Driven Approach to Population Level Analysis of Hypersensitivity Events in Cancer Clinical Trials. AMIA 2019 - [c10]Maryam Zolnoori, Che Ngufor, Anthony Faiola, Christina Eldredge, Jake Luo, Sunghwan Sohn, Joyce E. Balls-Berry, Ahmad P. Tafti, Nilay D. Shah, Timothy B. Patrick:
Identifying Factors Affecting Drug Discontinuation in Patients with Depression: Text Analysis of Patient Drug Review Posts. AMIA 2019 - 2018
- [j5]Reza Safdari, Peyman Rezaei-Hachesu, Marjan Ghazi Saeedi, Taha Samad-Soltani, Maryam Zolnoori:
Evaluation of Classification Algorithms vs Knowledge-Based Methods for Differential Diagnosis of Asthma in Iranian Patients. Int. J. Inf. Syst. Serv. Sect. 10(2): 22-35 (2018) - [c9]Ming Huang, Maryam Zolnoori, Lixia Yao:
Probing Technology Innovation on Diseases via Patent Mining. AMIA 2018 - [c8]Maryam Zolnoori, Kin Wah Fung, Paul A. Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Virginia C. Stoffel, Timothy B. Patrick:
Utilizing Consumer Health Posts to Identify Underlying Factors Associated with Patients' Attitudes towards Antidepressants. AMIA 2018 - [c7]Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao:
Temporal sequence alignment in electronic health records for computable patient representation. BIBM 2018: 1054-1061 - 2017
- [c6]Maryam Zolnoori, Timothy B. Patrick, Kin Wah Fung, Paul A. Fontelo, Anthony Faiola, Yi Shuan Shirley Wu, Kelly Xu, Jiaxi Zhu, Christina E. Eldredge:
Development of an Adverse Drug Reaction Corpus from Consumer Health Posts for Psychiatric Medications. SMM4H@AMIA 2017: 19-26 - 2016
- [c5]Maryam Zolnoori, Timothy B. Patrick, Mike Conway, Anthony Faiola, Jake Luo:
Evaluating Acceptability and Efficacy of Antidepressant Medications using Patients Comments in Social Media. AMIA 2016 - 2015
- [c4]Maryam Zolnoori, Priya Nambisan, Timothy B. Patrick:
Facebook and depression: How people with depression use Facebook to manage their depression. AMIA 2015 - 2014
- [c3]Josette F. Jones, Maryam Zolnoori, Samar Binkheder, Katherine Schilling, Lakshmi R. Pondugala, Michelle Lenox:
The Extent to which U.S. Hospitals Promote Their Patient Engagement Activities and Outcomes: Preliminary Results of Quantitative Content Analysis Research. AMIA 2014 - [c2]Maryam Zolnoori, Katherine Schilling, Josette F. Jones:
Patient-Centered Decision Support for Pediatric Asthma Signs and Symptoms: Development of a Web-Based User Interface for Parents. AMIA 2014 - 2013
- [c1]Maryam Zolnoori, Josette F. Jones, Mostafa Moin, Hassan Heidarnejad, Mohammad Reza Fazlollahi, Masoud Hosseini:
Evaluation of User Interface of Computer Application Developed for Screening Pediatric Asthma. HCI (8) 2013: 563-570 - 2012
- [j4]Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin, Hassan Heidarnezhad, Anoshirvan Kazemnejad:
Computer-Aided Intelligent System for Diagnosing Pediatric Asthma. J. Medical Syst. 36(2): 809-822 (2012) - [j3]Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin, Shahram Teimorian:
Fuzzy Rule-Based Expert System for Assessment Severity of Asthma. J. Medical Syst. 36(3): 1707-1717 (2012) - [j2]Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin:
Application of Intelligent Systems in Asthma Disease: Designing a Fuzzy Rule-Based System for Evaluating Level of Asthma Exacerbation. J. Medical Syst. 36(4): 2071-2083 (2012) - [j1]Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin, Mehran Taherian:
Fuzzy Rule-Based Expert System for Evaluating Level of Asthma Control. J. Medical Syst. 36(5): 2947-2958 (2012)
Coauthor Index
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