Maryam Zolnoori

45 papers Misc 13Journal 22Unranked 10

Year	Rank	Type	Title / 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`	Hearing Health in Home Healthcare: Leveraging LLMs for Illness Scoring and ALMs for Vocal Biomarker Extraction. CoRR Yu-Wen Chen, William Ho, Sasha Vergez, Grace Flaherty, Pallavi Gupta, Zhihong Zhang, Maryam Zolnoori, Margaret V. McDonald, Maxim Topaz, Zoran Kostic, Julia Hirschberg
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	—	`conf`	Optimizing Entity Recognition in Psychiatric Treatment Data with Large Language Models. MedInfo Seyed Mohammad Bagher Hosseini, Mohamad Javad Momeni Nezhad, Mahdis Hosseini, Maryam Zolnoori
2025	—	`conf`	Performance of LLMs in Citation Screening: A Comparison Across Datasets with Varied Inclusion Rates. MedInfo Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Maxim Topaz, Maryam Zolnoori
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
2024	—	`conf`	Voices Unheard: Exploring New Data Sources in Nursing Through Speech Processing. Nursing Informatics Maxim Topaz, Maryam Zolnoori, Zidu Xu, Jiyoun Song
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`	HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare. Int. J. Medical Informatics Maryam Zolnoori, Yolanda Barrón, Jiyoun Song, James Noble, Julia Burgdorf, Miriam Ryvicker, 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
2022	Misc	`conf`	ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia. AMIA Maryam Zolnoori, Maxim Topaz
2022	Misc	`conf`	Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. AMIA Mollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathryn H. Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz
2022	Misc	`conf`	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 Jiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V. McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz
2021	Misc	`conf`	Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings. AMIA Maryam Zolnoori, Sasha Vergez, Zoran Kostic, Siddhartha R. Jonnalagadda, Maxim Topaz
2021	Misc	`conf`	Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. AMIA Mollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz
2019	J	`jnl`	A systematic approach for developing a corpus of patient reported adverse drug events: A case study for SSRI and SNRI medications. J. Biomed. Informatics 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
2019	Misc	`conf`	Challenges to a Data Driven Approach to Population Level Analysis of Hypersensitivity Events in Cancer Clinical Trials. AMIA Christina Eldredge, James E. Andrews, Maryam Zolnoori, Timothy B. Patrick, Joel Gallagher, Cesar A. Lam, Jake Luo
2019	Misc	`conf`	Identifying Factors Affecting Drug Discontinuation in Patients with Depression: Text Analysis of Patient Drug Review Posts. AMIA 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
2018	J	`jnl`	Evaluation of Classification Algorithms vs Knowledge-Based Methods for Differential Diagnosis of Asthma in Iranian Patients. Int. J. Inf. Syst. Serv. Sect. Reza Safdari, Peyman Rezaei-Hachesu, Marjan Ghazi Saeedi, Taha Samad-Soltani, Maryam Zolnoori
2018	Misc	`conf`	Probing Technology Innovation on Diseases via Patent Mining. AMIA Ming Huang, Maryam Zolnoori, Lixia Yao
2018	—	`conf`	Temporal sequence alignment in electronic health records for computable patient representation. BIBM Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao
2018	Misc	`conf`	Utilizing Consumer Health Posts to Identify Underlying Factors Associated with Patients' Attitudes towards Antidepressants. AMIA Maryam Zolnoori, Kin Wah Fung, Paul A. Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Virginia C. Stoffel, Timothy B. Patrick
2017	—	`conf`	Development of an Adverse Drug Reaction Corpus from Consumer Health Posts for Psychiatric Medications. SMM4H@AMIA Maryam Zolnoori, Timothy B. Patrick, Kin Wah Fung, Paul A. Fontelo, Anthony Faiola, Yi Shuan Shirley Wu, Kelly Xu, Jiaxi Zhu, Christina E. Eldredge
2016	Misc	`conf`	Evaluating Acceptability and Efficacy of Antidepressant Medications using Patients Comments in Social Media. AMIA Maryam Zolnoori, Timothy B. Patrick, Mike Conway, Anthony Faiola, Jake Luo
2015	Misc	`conf`	Facebook and depression: How people with depression use Facebook to manage their depression. AMIA Maryam Zolnoori, Priya Nambisan, Timothy B. Patrick
2014	Misc	`conf`	Patient-Centered Decision Support for Pediatric Asthma Signs and Symptoms: Development of a Web-Based User Interface for Parents. AMIA Maryam Zolnoori, Katherine Schilling, Josette F. Jones
2014	Misc	`conf`	The Extent to which U.S. Hospitals Promote Their Patient Engagement Activities and Outcomes: Preliminary Results of Quantitative Content Analysis Research. AMIA Josette F. Jones, Maryam Zolnoori, Samar Binkheder, Katherine Schilling, Lakshmi R. Pondugala, Michelle Lenox
2013	—	`conf`	Evaluation of User Interface of Computer Application Developed for Screening Pediatric Asthma. HCI (8) Maryam Zolnoori, Josette F. Jones, Mostafa Moin, Hassan Heidarnejad, Mohammad Reza Fazlollahi, Masoud Hosseini
2012	J	`jnl`	Application of Intelligent Systems in Asthma Disease: Designing a Fuzzy Rule-Based System for Evaluating Level of Asthma Exacerbation. J. Medical Syst. Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin
2012	J	`jnl`	Computer-Aided Intelligent System for Diagnosing Pediatric Asthma. J. Medical Syst. Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin, Hassan Heidarnezhad, Anoshirvan Kazemnejad
2012	J	`jnl`	Fuzzy Rule-Based Expert System for Assessment Severity of Asthma. J. Medical Syst. Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin, Shahram Teimorian
2012	J	`jnl`	Fuzzy Rule-Based Expert System for Evaluating Level of Asthma Control. J. Medical Syst. Maryam Zolnoori, Mohammad Hossein Fazel Zarandi, Mostafa Moin, Mehran Taherian