Peer-Reviewed Journal Articles

Nguyen, P., Schiaffino, M., Zhang, Z., Choi, H.W., and Huh-Yoo, J. (2023). "Toward alert triage: Scalable qualitative coding framework for analyzing alert notes from the telehealth intervention program for seniors (TIPS)." JAMIA open, 6(3), ooad061. [Online Article]

Ozkaynak, M., Zhang, Z., Dolen, C., and Adelgais, K. (2023). "Examining workflow for simulated pediatric emergency medical services care." International Journal of Paramedicine.

Wang, L.P., Zhang, Z., Wang, D.K., Cao, W.D., Zhou, X.M., Zhang, P., Liu, J.X., Fan, X.M., and Tian, F. (2023). "Human-centered design and evaluation of AI-empowered clinical decision support systems: A systematic review." Frontiers in Computer Science, 5:1187299. [PDF]

Zhang, Z., Bai, E.Z., Joy, K., Ghelaa, P.N., Adelgais, K., and Ozkaynak, M. (2023). "Smart glasses for supporting distributed care work: Systematic review." JMIR Medical Informatics, 11, e44161. [PDF]

Zhang, Z., Babu, N., Adelgais, K., and Ozkaynak, M. (2022). "Designing and implementing smart glass technology for emergency medical services: A sociotechnical perspective." JAMIA Open, 5(4), ooac113. [PDF]

Zhang, Z. and Vaghefi, I. (2022). "Continued Use of contact-tracing apps in the United States and the United Kingdom: Insights from a comparative study through the lens of the health belief model."" Journal of Medical Internet Research (JMIR) Formative Research, 6(12), e40302. [PDF]

Zhang, Z., Joy K., Harris, R., and Park, S.Y. (2022). "Characteristics and Challenges of Clinical Documentation in Self-Organized Fast-Paced Medical Work."" In Proceedings of the ACM on Human-Computer Interaction, 6, CSCW2, Article 386, https://doi.org/10.1145/3555111. [PDF]

Zhang, Z., Joy, K., Harris, R., Ozkaynak, M., Adelgais, K., Munjal, K. (2022). "Applications and user perceptions of smart glasses in emergency medical services: Semistrucutred interview study." Journal of Medical Internet Research (JMIR) Human Factors, 9(1): e30883. [PDF]

Zhang, Z., Tiffany, H., Schiaffino, M., Wiese, J., Sachs, D., Migliaccio, J., Huh-Yoo, J. (2021). "Older adults’ perceptions of community-based telehealth wellness programs: A qualitative study," Journal of Informatics for Health and Social Care. [PDF]

Zhang, Z., Kmoth, L., Xiao, L., and He, Z. (2021). "User-centered system design for communicating clinical laboratory test results: Design and evaluation study," Journal of Medical Internet Research (JMIR) Human Factors. [PDF]

Zhang, Z., Joy, K., Upadhyayula, P., Ozkaynak, M., Harris, R., Adelgais, K. (2021). "Data work and decision making in emergency medical services: A distributed cognition perspective." PACM on Human-Computer Interaction, vol. 5, issue CSCW2, article 356, 32 pages. [PDF]

Zhang, Z., Genc, Y., Wang, D.K., Ahsen, M.E., and Fan, X.M. (2021). "Effect of AI explanations on human perceptions of patient-facing AI-powered healthcare systems," Journal of Medical Systems, 45(6), 1-10.

Wang, L.P., Wang, D.K., Tian, F., Peng, Z.H., Fan, X.M., Zhang, Z., Yu, M., Ma, X.J., Wang, H.A. (2021). "CASS: Towards building a social support chatbot for online health community," PACM on Human-Computer Interaction, issue CSCW, 30 pages. [PDF]

Zhang, Z., Citardi, D., Wang, D.K., Genc, Y., Shan, J., and Fan, X.M. (2021). "Patients’ perceptions of using artificial intelligence (AI)-based technology to comprehend radiology imaging data," Health Informatics Journal. [PDF]

Fan, X.M., Chao, D.R., Zhang, Z., Wang, D.K., Li, X.H., and Tian, F. (2021) "Utilization of self-diagnosis health chatbots in real-world settings: Case study," Journal of Medical Internet Research. [PDF]

Zhang, Z., Citardi, D., Xing, A.W., Xiao, L., Lu, Y., and He., Z. (2020) "Patient challenges and needs in comprehending lab test results: Mixed methods study," Journal of Medical Internet Research, 22(12), e18725. [PDF]

Zhang, Z., Brazio, J., Ozkaynak, M., and Desanto, K. (2020) "Evaluative research of technologies for prehospital communication and coordination: A systematic review," Journal of Medical Systems, 44(5), 100. [PDF]

Zhang, Z., Sarcevic, A. (2018) "Coordination mechanisms for self-organized work in an emergency communication center," PACM on Human-Computer Interaction, vol. 2, issue CSCW, article 199, 21 pages. DOI 10.1145/3274468. [PDF]

Kusunoki, D. S., Sarcevic, A., Zhang, Z., Yala, M. (2014) "Sketching awareness: A participatory study to elicit designs for supporting emergency medical work," Computer Supported Cooperative Work (CSCW), DOI 10.1007/s10606-014-9210-5. [PDF]


Selected Peer-Reviewed Conference Papers

Zhang, Z., Joy, K., Bhadani, A.S., Joshi, T.D., Adelgais, K., and Ozkaynak, M. (2023). "Information seeking and sensemaking in emergency medical service through simulation video review," In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA’23).

Zhang, Z., Huh-Yoo, J., *Joy, K., Angeles, M., Sachs, D., Migliaccio, J., and Schiaffino, M. (2023). "Experiences and perceptions of distinct telehealth delivery models for remote patient monitoring among older adults in the community," In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA’23).

He, Z., Tian, S.B., Erdengasileng, A., Hanna, K., Gong, Y., Zhang, Z., Luo, X., and Lustria, M. "Annotation and information extraction of a consumer-friendly health website for enhancing laboratory test reporting in patient portals," In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA’23).

Chen, X., Genc, Y., and Zhang, Z.(2023). "Social contextualization of datasets for mental health AI: a review of gender-linked sociotechnical misalignments," In IEEE International Conference on Health Informatics.

Zhang, Z., Luo, X., *Harris, R., George, S., and Finkelstein, J. (2022). "Hands-free electronic documentation in emergency care work through smart glasses," In Proceedings of the International Conference on Information (iConference 2022), pp. 314-331. [PDF]

Zhang, Z., Sarcevic, A., Joy, K., Ozkaynak, M., and Adelgais, K. (2021). "User needs and challenges in information sharing between pre-hospital and hospital emergency care providers," In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA’21). [PDF]

Schiaffino, M., Zhang, Z., Sachs, D., Migliaccio, J., and Huh-Yoo, J. (2021). "Predictors of retention for community-based telehealth programs: A study of the telehealth intervention program for seniors (TIPS)," In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA’21). [PDF]

Wang, D.K., Wang, L.P., Zhang, Z., Wang, D., Zhu, H.Y., Gao, Y., Fan, X.M., Tian, F. (2021) “'Brilliant AI Doctor' in rural China: Tensions and challenges in AI-powered CDSS Deployment," In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI’21). [PDF]

Lu, Y., Zhang, Z., Min, K., Luo, X., He, Z. (2021). "Pregnancy-related information seeking in online health communities: A qualitative study," In Proceedings of the iConference 2021. [PDF]

Luo, X., Ding, H.R., Tang, M., Gandi, P., Zhang, Z., He, Z. (2020). "Attention mechanism with BERT for content annotation and categorization of pregnancy-related questions on a community Q&A site," In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM). [PDF]

Zhang, Z., Genc, Y., Xing, A.W., Wang, D.K., Fan, X.M., Citardi, D. (2020). "Lay individuals’ perceptions of artificial intelligence (AI)-empowered healthcare systems," In Proceedings of Association of Information Science and Technology (ASIS&T’20) Annual Meeting; 57:e326. [PDF]

Lu, Y., Luo X., Zhang, Z., Ding H.R., He, Z. (2020). "Retrieving lab test related questions from social Q&A sites by combining shallow features and deep representations," In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA’20). [PDF]

Zhang, Z., Yu, L., Kou, Y., Wu, T.Y., Hun-Yoo, J., and He, Z. (2019), "Understanding patient information needs about their clinical laboratory results: a study of social Q&A site," in MedInfo 2019. [PDF]

Zhang, Z., Sarcevic, A., and Bossen, C., "Constructing common information spaces across distributed emergency medical teams," in Proceedings of the ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW’17), pp. 934-947, Portland, OR, February 25-March 1, 2017. [Acceptance rate 34%]. [PDF]

Sarcevic, A., Zhang, Z., Marsic, I., and Burd, R. S., "Checklist as a memory externalization tool during a critical care process," in Proceedings of the American Medical Informatics Association Annual Symposium (AMIA’16), pp. 1080-1089, Chicago, IL, November 12-16, 2016. [Acceptance rate 41%]. [PDF]

Zhang, Z., and Sarcevic, A., "Constructing awareness through speech, gesture, gaze and movement during a time-critical medical task," in Proceedings of the 14th European Conference on Computer Supported Cooperative Work (ECSCW 2015), pp. 163-182, Oslo, Norway, September 19-23, 2015. [Acceptance rate 20%]. [PDF]

Zhang, Z., Sarcevic, A., Yala, M., and Burd, R. S., "Informing digital cognitive aids design for emergency medical work by understanding paper checklist use," in Proceedings of the ACM 2014 Int'l Conference on Supporting Group Work (GROUP 2014), pp. 204-214, Sanibel Island, Florida, November 9-12, 2014. [Acceptance rate 30%]. [PDF]

Kusunoki, D. S., Sarcevic, A., Weibel, N., Marsic, I., Zhang, Z., Tuveson, G., and Burd, R. S., "Balancing design tensions: Iterative display design to support ad hoc and interdisciplinary medical teamwork," in Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), pp. 3777-3786, Toronto, Canada, April 26 - May 1, 2014. [Acceptance rate 22.8%]. [PDF]

Zhang, Z., Sarcevic, A., and Burd, R. S., "Supporting information use and retention of pre-hospital information during trauma resuscitation: A qualitative study of pre-hospital communications and information needs," in Proceedings of the American Medical Informatics Association 2013 Annual Symposium (AMIA 2013), Washington, DC, November 16-20, 2013. [Acceptance rate 34%]. [PDF]

Kusunoki, D. S., Sarcevic, A., Zhang, Z., and Burd, R. S., "Understanding visual attention of teams in dynamic medical settings through vital signs monitor use," in Proceedings of the ACM 2013 Conference on Computer Supported Cooperative Work and Social Computing (ACM CSCW 2013), pp. 527-540, San Antonio, Texas, February 23-27, 2013. [Acceptance rate 35.6%]. [PDF]

Sarcevic, A., Zhang, Z., and Kusunoki, D. S., "Decision making tasks in time-critical medical settings," in Proceedings of the ACM 2012 International Conference on Supporting Group Work (GROUP 2012), pp. 99-102, Sanibel Island, Florida, October 27-31, 2012. [Acceptance rate 37%]. [PDF]