Publications

The following sample of publications includes works reporting on collaborative research produced using data obtained from studies listed among the research portfolios of teams that are members of the CCHIDS.

• Conceptual framework for prediction models of patient deterioration based on nursing documentation patterns: reproducibility and generalizability with a large number of hospitals across the United States
  Wan, Y. J., Abdelrahman, S. E., Facelli, J. C., Madaras-Kelly, K., Kawamoto, K., Dishman, D., Himes, S. R., Cato, K., Rossetti, S. C., & Del Fiol, G. Journal of biomedical informatics (2025)
• Special Topic Burnout: Choosing between patient care needs and accurate data capture: Exploring nurses experiences of excessive documentation burden.
  Thate, J.A., Lee, R.Y., Mugoya, R., Diamond, C.J., Daramola, T., Yen, P., Rossetti, SC. Applied Clinical Informatics (In press)
• A Cross-sectional Study of Patient Perspectives on Artificial Intelligence: A Comparison of Somatic Versus Mental Health Care
  Benda, N. C., Harkins, S. E., Hermann, A., Pathak, J., Kim, J., Zhao, Y., & Turchioe, M. R. Journal of general internal medicine (2025)
• Feasibility and Acceptability of the Sense2Quit App for Improving Smoking Cessation in PWH
  Schnall, R., Huang, M. C., Brin, M., Cioe, P. A., Liu, J., Das, A., Fontalvo, S., & Xu, W. AIDS and behavior (2025)
• Relationship between Additional Required Nursing Documentation and Patient Outcomes: A Scoping Review
  Lee, R. Y., Thate, J., Withall, J., Yen, P. Y., Cato, K., & Rossetti, S. C. Applied clinical informatics (2025)
• User-Centered Design of a Preference-Driven Patient Activation Tool for Optimizing Depression Treatment in Integrated Primary Care Settings (The Transform DepCare Study)
  Dauber-Decker, K. L., Serafini, M. A., Monane, R., Grossman Liu, L., Sales, A., Mizhquiri Barbecho, J., Diamond, M. E., Levy, S., King, D., McGinn, T., Bakken, S., & Moise, N. Journal of general internal medicine (2025)
• Development of the TrendBurden Survey: Assessing Perceived Documentation Burden among Health Professionals in the United States
  Sloss, E. A., Owoyemi, A., Mishra, A. K., Sidwell, K., Abdul, S., Dawood, G., Allen, M. R., Austria, D., Pope, Z., Chekeni, F., Corley, S., Grigg, A., Hartman, V., Johnson, K. B., Levy, D. R., Marshall, K., Murphy, J., Newman, B., Phillips, T., Smith, K. D., Szymanski, J., Rossetti, S. Applied clinical informatics (2025)
• Defining Documentation Burden (DocBurden) and Excessive DocBurden for All Health Professionals: A Scoping Review
  Levy, D. R., Withall, J. B., Mishuris, R. G., Tiase, V., Diamond, C., Douthit, B., Grabowska, M., Lee, R. Y., Moy, A. J., Sengstack, P., Adler-Milstein, J., Detmer, D. E., Johnson, K. B., Cimino, J. J., Corley, S., Murphy, J., Rosenbloom, S. T., Cato, K., & Rossetti, S. C. Applied clinical informatics (2025)
• Understanding Daily Care Experience Preferences Across the Lifespan of Older Adults: Application of Natural Language Processing.
  Min, Se Hee, Woo, Kyungmi, Song, Jiyoun, Alexander, Gregory L., O’Malley, Terrence, Moen, Maria D., & Topaz, Maxim. Western Journal of Nursing Research (2025)
• Understanding Gender-Specific Daily Care Preferences: Topic Modeling Study.
  Woo, Kyungmi, Min, Se Hee, Kim, Aeri, Choi, Subin, Alexander, Gregory L., O’Malley, Terrence, Moen, Maria D., & Topaz, Maxim. Journal of Medical Internet Research (2025)
• Data-driven approach to understand associations between dietary patterns, sleep problems, and mental health in adolescents.
  Zhao, Yihong, Han, Xuewei, Feldstein Ewing, Sarah W., St-Onge, Marie-Pierre, & Paulus, Martin P. Sleep Health (2025)
• Education, empowerment, and elevating nursing voices: Nursing informatics leaders' perspectives on the path forward with artificial intelligence in nursing.
  Reading Turchioe, Meghan; Pepingco, Christianna; Ronquillo, Charlene; Ferrara, Stephen A; Topaz, Max; Austin, Robin; Lytle, Kay. Nursing Outlook (2025)
• Optimizing Entity Recognition in Psychiatric Treatment Data with Large Language Models.
  Hosseini, Seyed Mohammad Bagher, Momeni Nezhad, Mohammad Javad, Hosseini, Mahdis, & Zolnoori, Maryam. Studies in Health Technology and Informatics (2025)
• Real-time surveillance system for patient deterioration: a pragmatic cluster-randomized controlled trial
  Rossetti, Sarah C.; Dykes, Patricia C.; Knaplund, Chris; Cho, Sandy; Withall, Jennifer; Lowenthal, Graham; Albers, David; Lee, Rachel; Jia, Haomiao; Bakken, Suzanne; Kang, Min-Jeoung; Chang, Frank Y.; Zhou, Li; Bates, David W.; Daramola, Temiloluwa; Liu, Fang; Schwartz-Dillard, Jessica; Tran, Mai; Abbas Bokhari Syed Mohtashim; Thate, Jennifer; & Cato, Kenrick D. Nature Medicine (2025)
• Implementing Financial Screening for Adolescents and Young Adults Treated in the Outpatient Oncology Setting
  Beauchemin, M. P., Khurana, R. K., DeStephano, D., Valera, K., Walker, D., Algave, M., Kahn, J. M., Mei, B., Cherng, H. J., Tolu, S. S., Sathe, C., Rosenberg, S. M., Benda, N., Wright, J. D., Shelton, R. C., & Hershman, D. L. JCO oncology practice (2025)
• Fertility Preservation Services for Adolescents and Young Adults: 2022 National Cancer Institute Community Oncology Research Program Landscape Assessment
  Mobley, E. M., Wolfson, J. A., Levine, J., Ji, L., Ramakrishnan, S., Nightingale, C. L., Dressler, E. V., Kittel, C., Freyer, D. R., Sugalski, A. J., Prasad, P. K., Bhutada, J. S., Murphy, K., Kyono, W., Roth, M. E., Parsons, S. K., Beauchemin, M. P., & Landscape Committee. JCO oncology practice (2025)
• Financial Distress Screening and Navigation in Pediatric Oncology Within the National Cancer Institute Community Oncology Research Program
  Robles, J. M., Dressler, E. V., Kittel, C., Nightingale, C. L., Kyono, W. T., Santacroce, S. J., Salsman, J. M., Montez, K., Prasad, P., Sugalski, A. J., Ohlsen, T. J. D., Zheng, D. J., Parsons, S. K., & Beauchemin, M. P. JCO oncology practice (2025)
• The ChatGPT effect and transforming nursing education with generative AI: Discussion paper.
  Gosak, Lucija, Pruinelli, Lisiane, Topaz, Maxim, & Štiglic, Gregor. Nurse Education in Practice (2024)
• Understanding Symptom Self-Monitoring Needs Among Postpartum Black Patients: Qualitative Interview Study
  Benda, N., Woode, S., Niño de Rivera, S., Kalish, R. B., Riley, L. E., Hermann, A., Masterson Creber, R., Costa Pimentel, E., & Ancker, J. S. Journal of medical Internet research (2024)
• Symptom Screening Linked to Care Pathways for Pediatric Patients With Cancer: A Randomized Clinical Trial.
  Dupuis, L. Lee, Vettese, Emily, Grimes, Allison C., Beauchemin, Melissa P., Klesges, Lisa M., Baggott, Christina, Demedis, Jenna, Aftandilian, Catherine, Freyer, David R., Crellin-Parsons, Nicole, Orgel, Etan, Dickens, David, Kelly, Kara M., Kyono, Wade, Walsh, Alexandra, Sherani, Farha, Cannone, Daniel, Orsey, Andrea D., King, Allison A., Yu, Lolie, Woods-Swafford, Wendy, Bradfield, Scott M., Roth, Michael E., Esbenshade, Adam J., Caywood, Emi H., Agarwal, Vibhuti, Nagasubramanian, Ramamoorthy, Tomlinson, George A., & Sung, Lillian. JAMA (2024)
• Health literacy, numeracy, graph literacy, and digital literacy: an overview of definitions, evaluation methods, and best practices.
  Reading Turchioe, Meghan, & Mangal, Sabrina. European Journal of Cardiovascular Nursing (2024)
• Preparing for the bedside-optimizing a postpartum depression risk prediction model for clinical implementation in a health system.
  Liu, Yifan, Joly, Rochelle, Reading Turchioe, Meghan, Benda, Natalie, Hermann, Alison, Beecy, Ashley, Pathak, Jyotishman, & Zhang, Yiye. Journal of the American Medical Informatics Association (2024)
• Using Natural Language Processing to Identify Home Health Care Patients at Risk for Diagnosis of Alzheimer’s Disease and Related Dementias.
  Ryvicker, Miriam, Barrón, Yolanda, Song, Jiyoun, Zolnoori, Maryam, Shah, Shivani, Burgdorf, Julia G., Noble, James M., & Topaz, Maxim. Journal of Applied Gerontology (2024)
• Increasing Generative Artificial Intelligence Competency among Students Enrolled in Doctoral Nursing Research Coursework.
  Reading Turchioe, Meghan, Kisselev, Sergey, Van Bulck, Liesbet, & Bakken, Suzanne. Applied Clinical Informatics (2024)
• MyPEEPS Mobile App for HIV Prevention Among Transmasculine Youth: Adaptation Through Community-Based Feedback and Usability Evaluation.
  Adedoja, Dorcas, Kuhns, Lisa M., Radix, Asa, Garofalo, Robert, Brin, Maeve, & Schnall, Rebecca. JMIR Formative Research (2024)
• Protocol: the American Women: Assessing Risk Epidemiologically (AWARE) cohort study.
  Schnall, Rebecca, Kempf, Mirjam-Colette, Phillips, Gregory, Dionne, Jodie A., Wingood, Gina, Long, Dustin Marsh, Klitzman, Robert, Hughes, Tonda L., Liu, Jianfang, Nassel, Ariann F., Corcoran, Jessica Lee, & Johnson, Amy K. BMC Public Health (2024)
• Identifying Key Factors to PrEP Initiation and Persistence Among YMSM Through Focus Groups and Surveys in Two High-Priority Settings.
  D'Avanzo, Paul; Shourya, Shivesh; Brin, Maeve; Kaw, Shivani; Kay, Emma; Batey, D Scott; Radix, Asa; Belkind, Uri; Tanner, Mary; Galindo, Carla A; Ferrara, Stephen; Ott, Corilyn; Ozoria Ramirez, Sergio; Schnall, Rebecca. AIDS Education and Prevention (2024)
• Dissemination of Strategies for Reducing Excessive Documentation Burden: 25x5 Task Force Activities Relevant to Nursing.
  Rossetti, Sarah, Withall, Jennifer, Kendle, Kathleen, Corley, Sarah, Mishuris, Rebecca G., Aboagyewah, Mayfair Afiah, Abdul, Shawna, Rosenbloom, S. Trent, Tiase, Victoria, & Sloss, Elizabeth. Studies in Health Technology and Informatics (2024)
• Guideline for the Management of Fever and Neutropenia in Pediatric Patients With Cancer and Hematopoietic Cell Transplantation Recipients: 2023 Update.
  Lehrnbecher, Thomas, Robinson, Paula D., Ammann, Roland A., Fisher, Brian, Patel, Priya, Phillips, Robert, Beauchemin, Melissa P., Carlesse, Fabianne, Castagnola, Elio, Davis, Bonnie L., Elgarten, Caitlin W., Groll, Andreas H., Haeusler, Gabrielle M., Koenig, Christa, Santolaya, Maria E., Tissing, Wim J. E., Wolf, Joshua, Alexander, Sarah, Hu, Helen, Dupuis, L. Lee, & Sung, Lillian. Journal of Clinical Oncology (2023)
• Machine learning applied to electronic health record data in home healthcare: A scoping review.
  Hobensack, Mollie, Song, Jiyoun, Scharp, Danielle, Bowles, Kathryn H., & Topaz, Maxim. International Journal of Medical Informatics (2023)
• Feasibility and Acceptability of the Adherence Connection Counseling, Education, and Support (ACCESS) Proof of Concept: A Peer-Led, Mobile Health (mHealth) Cognitive Behavioral Antiretroviral Therapy (ART) Adherence Intervention for HIV-Infected (HIV+) Adolescents and Young Adults (AYA).
  Navarra, Ann-Margaret Dunn, Rosenberg, Michael G., Gormley, Maurade, Bakken, Suzanne, Fletcher, Jason, Whittemore, Robin, Gwadz, Marya, Cleland, Charles, & Melkus, Gail D’Eramo. AIDS and Behavior (2023)
• Youth Screen Media Activity Patterns and Associations With Behavioral Developmental Measures and Resting-state Brain Functional Connectivity.
  Song, Kunru, Zhang, Jia-Lin, Zhou, Nan, Fu, Yu, Zou, Bowen, Xu, Lin-Xuan, Wang, Ziliang, Li, Xin, Zhao, Yihong, Potenza, Marc, Fang, Xiaoyi, & Zhang, Jin-Tao. Journal of the American Academy of Child and Adolescent Psychiatry (2023)
• 'Replace uncertainty with information': shared decision-making and decision quality surrounding catheter ablation for atrial fibrillation.
  Reading Turchioe, Meghan, Mangal, Sabrina, Ancker, Jessica S., Gwyn, Jaslynn, Varosy, Paul, & Slotwiner, David. European Journal of Cardiovascular Nursing (2023)
• Children's Oncology Group's 2023 blueprint for research: Diversity and health disparities.
  Winestone, Lena E., Beauchemin, Melissa P., Bona, Kira, Kahn, Justine, Prasad, Pinki, Robles, Joanna M., & Velez, Maria C. Pediatric Blood & Cancer (2023)
• Women's perspectives on the use of artificial intelligence (AI)-based technologies in mental healthcare.
  Reading Turchioe, Meghan, Harkins, Sarah, Desai, Pooja, Kumar, Shiveen, Kim, Jessica, Hermann, Alison, Joly, Rochelle, Zhang, Yiye, Pathak, Jyotishman, & Benda, Natalie C. JAMIA Open (2023)
• Pilot Testing of an mHealth App for Tobacco Cessation in People Living With HIV: Protocol for a Pilot Randomized Controlled Trial.
  Brin, Maeve, Trujillo, Paul, Jia, Haomiao, Cioe, Patricia, Huang, Ming-Chun, Chen, Huan, Qian, Xiaoye, Xu, Wenyao, & Schnall, Rebecca. JMIR Research Protocols (2023)
• 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.
  Song, Jiyoun, Zolnoori, Maryam, Scharp, Danielle, Vergez, Sasha, McDonald, Margaret V., Sridharan, Sridevi, Kostic, Zoran, & Topaz, Maxim. AMIA Annual Symposium Proceedings (2023)
• Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study.
  Topaz, Maxim, Song, Jiyoun, Davoudi, Anahita, McDonald, Margaret, Taylor, Jacquelyn, Sittig, Scott, & Bowles, Kathryn. JMIR Nursing (2023)
• Returning study results to research participants: Data access, format, and sharing preferences.
  Mangal, Sabrina, Niño de Rivera, Stephanie, Choi, Jacky, Reading Turchioe, Meghan, Benda, Natalie, Sharko, Marianne, Myers, Annie, Goyal, Parag, Dugdale, Lydia, & Masterson Creber, Ruth. International Journal of Medical Informatics (2023)
• Usability study of using interactive 360° video-based virtual reality for teaching adult basic life support.
  Fijačko, Nino, Masterson Creber, Ruth, Metličar, Špela, Dokl, Inja, & Chang, Todd P. Resuscitation (2023)
• Baseline eHealth Behaviors of Service Members: A Retrospective, Cross-Sectional Analysis of Patient Portal Use Before the Pandemic.
  Raps, Stephanie J., Chen, Dechang, Bakken, Suzanne, Caban, Jesus, & Engler, Mary B. Military Medicine (2023)
• Using Patient Decision Aids for Cardiology Care in Diverse Populations.
  Masterson Creber, Ruth, Benda, Natalie, Dimagli, Arnaldo, Myers, Annie, Niño de Rivera, Stephanie, Omollo, Shalom, Sharma, Yashika, Goyal, Parag, & Turchioe, Meghan Reading. Current Cardiology Reports (2023)
• What is the level of information technology maturity in Ontario's long-term care homes? A cross-sectional survey study protocol.
  Hakimjavadi, Ramtin, Karunananthan, Sathya, Alexander, Gregory, Fung, Celeste, Gazarin, Mohamed, Houghton, Deanne, Hsu, Amy T., LaPlante, James, Levi, Cheryl, Tanuseputro, Peter, & Liddy, Clare. BMJ Open (2023)
• Analysis of the brain transcriptome for substance-associated genes: An update on large-scale genome-wide association studies.
  Zhao, Yihong, Han, Xuewei, & Zheng, Zhi-Liang. Addiction Biology (2023)
• Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments.
  Moy, Amanda J., Hobensack, Mollie, Marshall, Kyle, Vawdrey, David K., Kim, Eugene Y., & Cato, Kenrick D., Rossetti, Sarah C. Journal of the American Medical Informatics Association (2023)
• Improving Patient-Reported Outcomes in Stroke Care using Remote Blood Pressure Monitoring and Telehealth.
  Naqvi, Imama A;Strobino, Kevin;Li, Hanlin;Schmitt, Kevin;Barratt, Yuliya;Ferrara, Stephen A;Hasni, Amna;Cato, Kenrick D;Weiner, Mark G;Elkind, Mitchell S V;Kronish, Ian M;Arcia, Adriana Applied Clinical Informatics (2023)
• Theoretically Guided Iterative Design of the Sense2Quit App for Smoking Cessation in Persons Living with HIV 
  Schnall, R., Trujillo, P., Alvarez, G., Michaels, C. L., Brin, M., Huang, M. C., Chen, H., Xu, W., & Cioe, P. A. International Journal of Environmental Research and Public Health (2023)
• Informatics and Data Science Perspective on Future of Nursing 2020-2030: Charting a Pathway to Health Equity
  Bakken, S., Dreisbach, C. Nursing Outlook (2022)
• Developing Machine Learning-Based Models to Help Identify Child Abuse and Neglect: Key Ethical Challenges and Recommended Solutions
  Landau, A.Y, .Ferrarello, S,. Blanchard, A., Cato, K., Atkins, N., Salazar, S., Patton, D.U., Topaz, M. Journal of the American Medical Informatics Association (2022)
• Cardiac Symptom Burden and Arrhythmia Recurrence Drives Digital Health Use: Results from the iHEART Randomized Controlled Trial
  Masterson Creber, R.M., Reading Turchioe, M., Biviano, A., Caceres, B., Garan, H., Goldenthal, I., Koleck, T., Mitha, S., Hickey, K., Bakken, S. European Journal of Cardiovascular Nursing (2022)
• Speech Recognition Can Help Evaluate Shared Decision Making and Predict Medication Adherence in Primary Care Setting
  Topaz, M., Zolnoori, M., Norful, A.A., Perrier, A., Kostic, Z., George, M. PLoS One (2022)
• Audio Recording Patient-Nurse Verbal Communications in Home Health Care Settings: Pilot Feasibility and Usability Study
  Zolnoori, M., Vergez, S., Kostic, Z., Jonnalagadda, S. R., V McDonald, M., Bowles, K. K. H.,  Topaz, M. JMIR Human Factors (2022)
• Efficacy of MyPEEPS Mobile, an HIV Prevention Intervention Using Mobile Technology, on Reducing Sexual Risk Among Same-Sex Attracted Adolescent Males: A Randomized Clinical Trial
  Schnall, R., Kuhns, L. M., Pearson, C., Batey, D. S., Bruce, J., Hidalgo, M. A., Hirshfield, S., Janulis, P., Jia, H., Radix, A., Belkind, U., Rodriguez, R. G., Garofalo, R. JAMA Network Open (2022)
• Establishing a Usability Cut-Point for The Health Information Technology Usability Evaluation Scale (Health-ITUES)
  Loh, K. P., Liu, J., Ganzhorn, S., Sanabria, G., Schnall, R. International Journal of Medical Informatics (2022)
• A Mixed-Methods Analysis of Telehealth Implementation in Nursing Homes Amidst the COVID-19 Pandemic
  Powell, K. R., Winkler, A. E., Liu, J., Alexander, G. L. Journal of the American Geriatrics Society (2022)
• Effect of Expansion of Abbreviations and Acronyms on Patient Comprehension of Their Health Records: A Randomized Clinical Trial
  Grossman Liu, L., Russell, D., Reading Turchioe, M., Myers, A.C., Vawdrey, D.K., Masterson Creber, R.M. JAMA Network Open (2022)
• The Association Between Nursing Home Information Technology Maturity and Urinary Tract Infection Among Long-Term Residents.
  Cohen, C. C., Powell, K., Dick, A. W., Stone, P. W., Alexander, G. L. Journal of Applied Gerontology: The Official Journal of the Southern Gerontological Society (2022)
• Strategic Recommendations for Higher Quality Nursing Home Care in the United States: The NASEM Report
  Alexander, G. L., Travers, J., Galambos, C., Rantz, M., Ferrell, B., Stevenson, D. Journal of Gerontological Nursing (2022)
• Brain Structural Covariation Linked to Screen Media Activity and Externalizing Behaviors in Children
  Zhao, Y., Paulus, M., Bagot, K.S., Constable, R.T., Yaggi, H.K., Redeker, N.S., Potenza, M,N. Journal of Behavioral Addictions (2022)
• Data Quality of Chemotherapy-Induced Nausea and Vomiting Documentation
  Beauchemin, M., Weng, C., Sung, L., Pichon, A., Abbott, M., Hershman, D. L., Schnall, R. Applied Clinical Informatics (2021)
• An Evaluation of Telehealth Expansion in U.S. Nursing Homes
  Alexander, G. L., Powell, K. R., Deroche, C. B. Journal of the American Medical Informatics Association (2021)
• Trust in AI: Why We Should Be Designing for APPROPRIATE Reliance
  Benda, N.C., Novak, L.L., Reale, C., Ancker, J.S. Journal of the American Medical Informatics Association (2021)
• Risk-Taking Behaviors in Adolescent Men Who Have Sex with Men (MSM): An Association Between Homophobic Victimization and Alcohol Consumption
  Cordoba, E., Garofalo, R., Kuhns, L. M., Pearson, C., Bruce, J., Batey, D. S., Radix, A., Belkind, U., Hidalgo, M. A., Hirshfield, S., Garibay Rodriguez, R., Schnall, R. PloS One (2021) 
• Examining the Information Systems Success (ISS) of a Mobile Sexual Health App (MyPEEPS Mobile) from the Perspective of Very Young Men Who Have Sex with Men (YMSM)
  Cordoba, E., Idnay, B., Garofalo, R., Kuhns, L. M., Pearson, C., Bruce, J., Batey, D. S., Radix, A., Belkind, U., Hidalgo, M. A., Hirshfield, S., Rodriguez, R. G., Schnall, R. International Journal of Medical Informatics (2021)
• Digital Phenotyping of Sleep Patterns Among Heterogenous Samples of Latinx Adults Using Unsupervised Learning
  Ensari, I., Caceres, B.A., Jackman, K.B., Suero-Tejeda, N., Shechter, A., Odlum, M.L., Bakken, S. Sleep Medicine (2021)
• Improving Patient Prioritization During Hospital-Homecare Transition: Protocol for a Mixed Methods Study of a Clinical Decision Support Tool Implementation
  Zolnoori, M., McDonald, M. V., Barrón, Y., Cato, K., Sockolow, P., Sridharan, S., Onorato, N., Bowles, K., Topaz, M. JMIR Research Protocols (2021) 
• Exploring Reasons for Delayed Start-of-Care Nursing Visits in Home Health Care: Algorithm Development and Data Science Study
  Zolnoori, M., Song, J., McDonald, M. V., Barrón, Y., Cato, K., Sockolow, P., Sridharan, S., Onorato, N., Bowles, K. H., Topaz, M. JMIR Nursing (2021)
• Characterizing Shared and Distinct Symptom Clusters in Common Chronic Conditions Through Natural Language Processing of Nursing Notes
  Koleck, T.A. Topaz, M., Tatonetti, N.P., George, M., Miaskowski, C., Smaldone, A., Bakken, S. Research in Nursing and Health (2021)
• Correlates of Mental Health Symptoms Among US Adults During COVID-19, March-April 2020
  Reading Turchioe, M., Grossman, L.V., Myers, A.C., Pathak, J., Creber, R.M. Public Health Reports (2021)
• Nursing Documentation of Symptoms Is Associated with Higher Risk of Emergency Department Visits and Hospitalizations in Homecare Patients
  Topaz, M., Koleck, T.A., Onorato, N., Smaldone, A., Bakken, S. Nursing Outlook (2021)
• The Communicating Narrative Concerns Entered by Registered Nurses (CONCERN) Clinical Decision Support Early Warning System: Protocol for a Cluster Randomized Pragmatic Clinical Trial
  Rossetti, S. C., Dykes, P. C., Knaplund, C., Kang, M. J., Schnock, K., Garcia, J. P., Jr, Fu, L. H., Chang, F., Thai, T., Fred, M., Korach, T. Z., Zhou, L., Klann, J. G., Albers, D., Schwartz, J., Lowenthal, G., Jia, H., Liu, F., Cato, K. JMIR Research Protocols (2021)
• Clinician and Health Care Leaders' Experiences with-and Perceptions of-COVID-19 Documentation Reduction Policies and Practices
  Moy, A. J., Schwartz, J. M., Withall, J., Lucas, E., Cato, K. D., Rosenbloom, S. T., Johnson, K., Murphy, J., Detmer, D. E., Rossetti, S. C. Applied Clinical Informatics (2021)
• Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and Evaluation of a Conceptual Framework
  Rossetti, S. C., Knaplund, C., Albers, D., Dykes, P. C., Kang, M. J., Korach, T. Z., Zhou, L., Schnock, K., Garcia, J., Schwartz, J., Fu, L. H., Klann, J. G., Lowenthal, G., Cato, K.  Journal of the American Medical Informatics Association (2021)
• Measurement of Clinical Documentation Burden Among Physicians and Nurses Using Electronic Health Records: A Scoping Review
  Moy, A. J., Schwartz, J. M., Chen, R., Sadri, S., Lucas, E., Cato, K. D., Rossetti, S. C. Journal of the American Medical Informatics Association (2021)
• Brain Anatomical Covariation Patterns Linked to Binge Drinking and Age at First Full Drink
  Zhao, Y., Constable, R.T., Hien, D., Chung, T., Potenza, M.N. Neuroimage Clinical (2021)
• Advancing Health Information Technology Roadmaps in Long Term Care
  Alexander, G. L., Georgiou, A., Doughty, K., Hornblow, A., Livingstone, A., Dougherty, M., Jacobs, S., Fisk, M. J. International Journal of Medical Informatics (2020)
• Guideline Concordant Care for Prevention of Acute Chemotherapy-Induced Nausea and Vomiting in Children, Adolescents, and Young Adults
  Beauchemin, M., Sung, L., Hershman, D. L., Weng, C., Dupuis, L. L., Schnall, R. Supportive Care in Cancer: Official Journal of the Multinational Association of Supportive Care in Cancer (2020)
• Development and Validation of WeCares, a Survey Instrument to Assess Hospitalized Patients' and Family Members' "Willingness to Engage in Your Care and Safety"
  Yen, P. Y., Lehmann, L. S., Snyder, J., Schnock, K., Couture, B., Smith, A., Pearl, N., Gershanik, E., Martinez, W., Dykes, P. C., Bates, D. W., Rossetti, S. C.  Joint Commission Journal on Quality and Patient Safety (2020) 
• Children with Obesity Experience Different Age-Related Changes in Plantar Pressure Distributions: A Follow-Up Study in China
  Zhao, Y., Zheng, D., Yan, S., Liu, M., Yang L. International Journal of Environmental Research and Public Health (2020)
• Development and Validation of Early Warning Score System: A Systematic Literature Review
  Fu, L. H., Schwartz, J., Moy, A., Knaplund, C., Kang, M. J., Schnock, K. O., Garcia, J. P., Jia, H., Dykes, P. C., Cato, K., Albers, D., Rossetti, S. C.  Journal of Biomedical Informatics (2020)
• Identifying Nurses' Concern Concepts About Patient Deterioration Using a Standard Nursing Terminology
  Kang, M. J., Dykes, P. C., Korach, T. Z., Zhou, L., Schnock, K. O., Thate, J., Whalen, K., Jia, H., Schwartz, J., Garcia, J. P., Knaplund, C., Cato, K. D., Rossetti, S. C. International Journal of Medical Informatics (2020)
• Visual Analogies, Not Graphs, Increase Patients' Comprehension of Changes in Their Health Status
  Reading Turchioe, M., Grossman, L.V., Myers, A.C., Baik, D., Goyal, P., Masterson Creber, RM. Journal of the American Medical Informatics Association (2020)
• Home Healthcare Clinical Notes Predict Patient Hospitalization and Emergency Department Visits
  Topaz, M., Woo, K., Ryvicker, M., Zolnoori, M., Cato, K. Nursing Research (2020)
• Helping Hispanic Family Caregivers of Persons with Dementia "Get the Picture" About Health Status Through Tailored Infographics
  Arcia, A., Suero-Tejeda, N., Spiegel-Gotsch, N., Luchsinger, J.A., Mittelman, M., Bakken, S. Gerontologist (2019)
• Clinical Decision Support for Therapeutic Decision-Making in Cancer: A Systematic Review
  Beauchemin, M., Murray, M. T., Sung, L., Hershman, D. L., Weng, C., Schnall, R. International Journal of Medical Informatics (2019)
• Designing for Engagement with Self-Monitoring: A User-Centered Approach with Low-Income, Latino Adults with Type 2 Diabetes
  Turchioe, M. R., Heitkemper, E. M., Lor, M., Burgermaster, M., Mamykina, L. International Journal of Medical Informatics (2019)
• Mining News Media for Understanding Public Health Concerns
  Zolnoori, M., Huang, M., Patten, C. A., Balls-Berry, J. E., Goudarzvand, S., Brockman, T. A., Sagheb, E., Yao, L. Journal Of Clinical and Translational Science (2019)
• Brain Imaging-Guided Analysis Reveals DNA Methylation Profiles Correlated with Insular Surface Area and Alcohol Use Disorder
  Zhao, Y., Ge, Y., Zheng, Z.L Alcohol Clinical and Experimental Research (2019)
• Brain Age Prediction: Cortical and Subcortical Shape Covariation in the Developing Human Brain
  Zhao, Y., Klein, A., Castellanos, F.X., Milham, M.P. Neuroimage. 2019
• Detection and Management of Atrial Fibrillation Using Remote Monitoring
  Hickey, K. T., Riga, T. C., Mitha, S. A., Reading, M. J. The Nurse Practitioner (2018)
• Converging and Diverging Needs Between Patients and Providers Who Are Collecting and Using Patient-Generated Health Data: An Integrative Review
  Reading, M. J., Merrill, J. A. Journal of the American Medical Informatics Association (2018) 
• Factors Influencing Sustained Engagement with ECG Self-Monitoring: Perspectives from Patients and Health Care Providers
  Reading, M., Baik, D., Beauchemin, M., Hickey, K. T., & Merrill, J. A. Applied Clinical Informatics (2018)
• Analysis of Alcohol Use Disorders from the Nathan Kline Institute-Rockland Sample: Correlation of Brain Cortical Thickness with Neuroticism
  Zhao, Y., Zheng, Z.L., Castellanos, F.X. Drug and Alcohol Dependence (2017)
• Sometimes More Is More: Iterative Participatory Design of Infographics for Engagement of Community Members with Varying Levels of Health Literacy
  Arcia, A., Suero-Tejeda, N., Bales, M.E., Merrill, J.A., Yoon, S., Woollen, J., Bakken, S. Journal of the American Medical Informatics Association (2016)
• Annual Research Review: Discovery Science Strategies in Studies Of The Pathophysiology of Child And Adolescent Psychiatric Disorders--Promises and Limitations
  Zhao, Y., Castellanos, F.X. Journal of Child Psychology and Psychiatry (2016)
• Relationship Between Nursing Documentation and Patients' Mortality
  Collins, S. A., Cato, K., Albers, D., Scott, K., Stetson, P. D., Bakken, S., Vawdrey, D. K. American Journal of Critical Care: An Official Publication, American Association of Critical-Care Nurses (2013)
• "Reading Between the Lines" of Flow Sheet Data: Nurses' Optional Documentation Associated with Cardiac Arrest Outcomes
  Collins, S. A., Vawdrey, D. K.  Applied Nursing Research (2012)