| 2022 | AMIA | 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 |
| 2022 | AMIA | 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 |
| 2022 | AMIA | ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia. | Maryam Zolnoori, Maxim Topaz |
| 2021 | AMIA | 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 |
| 2021 | AMIA | Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings. | Maryam Zolnoori, Sasha Vergez, Zoran Kostic, Siddhartha R. Jonnalagadda, Maxim Topaz |
| 2019 | AMIA | 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 |
| 2019 | AMIA | 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 |
| 2018 | AMIA | Probing Technology Innovation on Diseases via Patent Mining. | Ming Huang, Maryam Zolnoori, Lixia Yao |
| 2018 | AMIA | 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 |
| 2017 | AMIA | 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 |
| 2016 | AMIA | Evaluating Acceptability and Efficacy of Antidepressant Medications using Patients Comments in Social Media. | Maryam Zolnoori, Timothy B. Patrick, Mike Conway, Anthony Faiola, Jake Luo |
| 2015 | AMIA | Facebook and depression: How people with depression use Facebook to manage their depression. | Maryam Zolnoori, Priya Nambisan, Timothy B. Patrick |
| 2014 | AMIA | 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 |
| 2014 | AMIA | 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 |
| 2013 | HCI | 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 |