Application of Intelligent Systems in Asthma Disease: Designing a Fuzzy Rule-Based System for Evaluating Level of Asthma Exacerbation. - Maryam Zolnoori; Mohammad Hossein Fazel Zarandi; Mostafa Moin (J. Medical Syst., 2012)

Computer-Aided Intelligent System for Diagnosing Pediatric Asthma. - Maryam Zolnoori; Mohammad Hossein Fazel Zarandi; Mostafa Moin; Hassan Heidarnezhad; Anoshirvan Kazemnejad (J. Medical Syst., 2012)

Fuzzy Rule-Based Expert System for Assessment Severity of Asthma. - Maryam Zolnoori; Mohammad Hossein Fazel Zarandi; Mostafa Moin; Shahram Teimorian (J. Medical Syst., 2012)

Fuzzy Rule-Based Expert System for Evaluating Level of Asthma Control. - Maryam Zolnoori; Mohammad Hossein Fazel Zarandi; Mostafa Moin; Mehran Taherian (J. Medical Syst., 2012)

Evaluation of User Interface of Computer Application Developed for Screening Pediatric Asthma. - Maryam Zolnoori; Josette F. Jones; Mostafa Moin; Hassan Heidarnejad; Mohammad Reza Fazlollahi; Masoud Hosseini (HCI (8), 2013)

The Extent to which U.S. Hospitals Promote Their Patient Engagement Activities and Outcomes: Preliminary Results of Quantitative Content Analysis Research. - Josette F. Jones; Maryam Zolnoori; Samar Binkheder; Katherine Schilling; Lakshmi R. Pondugala; Michelle Lenox (AMIA, 2014)

Patient-Centered Decision Support for Pediatric Asthma Signs and Symptoms: Development of a Web-Based User Interface for Parents. - Maryam Zolnoori; Katherine Schilling; Josette F. Jones (AMIA, 2014)

Facebook and depression: How people with depression use Facebook to manage their depression. - Maryam Zolnoori; Priya Nambisan; Timothy B. Patrick (AMIA, 2015)

Evaluating Acceptability and Efficacy of Antidepressant Medications using Patients Comments in Social Media. - Maryam Zolnoori; Timothy B. Patrick; Mike Conway; Anthony Faiola; Jake Luo (AMIA, 2016)

Development of an Adverse Drug Reaction Corpus from Consumer Health Posts for Psychiatric Medications. - Maryam Zolnoori; Timothy B. Patrick; Kin Wah Fung; Paul A. Fontelo; Anthony Faiola; Yi Shuan Shirley Wu; Kelly Xu; Jiaxi Zhu; Christina E. Eldredge (SMM4H@AMIA, 2017)

Probing Technology Innovation on Diseases via Patent Mining. - Ming Huang 006; Maryam Zolnoori; Lixia Yao (AMIA, 2018)

Utilizing Consumer Health Posts to Identify Underlying Factors Associated with Patients' Attitudes towards Antidepressants. - Maryam Zolnoori; Kin Wah Fung; Paul A. Fontelo; Hadi Kharrazi; Anthony Faiola; Yi Shuan Shirley Wu; Virginia C. Stoffel; Timothy B. Patrick (AMIA, 2018)

Temporal sequence alignment in electronic health records for computable patient representation. - Ming Huang 006; Maryam Zolnoori; Nilay D. Shah; Lixia Yao (BIBM, 2018)

Evaluation of Classification Algorithms vs Knowledge-Based Methods for Differential Diagnosis of Asthma in Iranian Patients. - Reza Safdari; Peyman Rezaei-Hachesu; Marjan Ghazi Saeedi; Taha Samad-Soltani; Maryam Zolnoori (Int. J. Inf. Syst. Serv. Sect., 2018)

Challenges to a Data Driven Approach to Population Level Analysis of Hypersensitivity Events in Cancer Clinical Trials. - Christina Eldredge; James E. Andrews; Maryam Zolnoori; Timothy B. Patrick; Joel Gallagher; Cesar A. Lam; Jake Luo (AMIA, 2019)

Identifying Factors Affecting Drug Discontinuation in Patients with Depression: Text Analysis of Patient Drug Review Posts. - 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 (AMIA, 2019)

A systematic approach for developing a corpus of patient reported adverse drug events: A case study for SSRI and SNRI medications. - 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; et al. (J. Biomed. Informatics, 2019)

Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. - Mollie Hobensack; Jiyoun Song; Maryam Zolnoori; Marietta Ojo; Kathryn H. Bowles; Sena Chae; Erin E. Kennedy; Margaret V. McDonald; Maxim Topaz (AMIA, 2021)

Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings. - Maryam Zolnoori; Sasha Vergez; Zoran Kostic; Siddhartha R. Jonnalagadda; Maxim Topaz (AMIA, 2021)

Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. - Mollie Hobensack; Jiyoun Song; Sena Chae; Erin E. Kennedy; Maryam Zolnoori; Kathryn H. Bowles; Margaret V. McDonald; Lauren Evans; Maxim Topaz (AMIA, 2022)

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. - Jiyoun Song; Maryam Zolnoori; Danielle Scharp; Sasha Vergez; Margaret V. McDonald; Sridevi Sridharan; Zoran Kostic; Maxim Topaz (AMIA, 2022)

ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia. - Maryam Zolnoori; Maxim Topaz (AMIA, 2022)

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; et al. (Frontiers Artif. Intell., 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, 2023)

HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare. - Maryam Zolnoori; Yolanda Barrón; Jiyoun Song; James Noble 003; Julia Burgdorf; Miriam Ryvicker; Maxim Topaz (Int. J. Medical Informatics, 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., 2023)

Voices Unheard: Exploring New Data Sources in Nursing Through Speech Processing. - Maxim Topaz; Maryam Zolnoori; Zidu Xu; Jiyoun Song (Nursing Informatics, 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., 2024)

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)

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)

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; et al. (CoRR, 2025)