Natalie C. Benda
Orcid: 0000-0002-3256-0243
According to our database1,
Natalie C. Benda authored at least 36 papers
between 2015 and 2026.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2026
A qualitative interview study investigating patient, health professional, and developer perspectives on real-world implementation of patient-centered AI systems.
npj Digit. Medicine, 2026
Factors influencing the effectiveness of artificial intelligence-assisted decision-making in medicine: a scoping review.
J. Am. Medical Informatics Assoc., 2026
More than Decision Support: Exploring Patients' Longitudinal Usage of Large Language Models in Real-World Healthcare-Seeking Journeys.
Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026
2025
Scand. J. Inf. Syst., 2025
2024
Visualizing machine learning-based predictions of postpartum depression risk for lay audiences.
J. Am. Medical Informatics Assoc., January, 2024
J. Am. Medical Informatics Assoc., January, 2024
Do you want to promote recall, perceptions, or behavior? The best data visualization depends on the communication goal.
J. Am. Medical Informatics Assoc., January, 2024
Preparing for the bedside - optimizing a postpartum depression risk prediction model for clinical implementation in a health system.
J. Am. Medical Informatics Assoc., 2024
Insufficient evidence for interactive or animated graphics for communicating probability.
J. Am. Medical Informatics Assoc., 2024
Differing perspectives on artificial intelligence in mental healthcare among patients: a cross-sectional survey study.
Frontiers Digit. Health, 2024
Increasing Completion of Daily Patient-Reported Outcomes in Psychotherapies for Late-Life Depression through User-Centered Design.
Appl. Clin. Inform., 2024
2023
Returning study results to research participants: Data access, format, and sharing preferences.
Int. J. Medical Informatics, 2023
2022
J. Am. Medical Informatics Assoc., 2022
Bioethics perspectives on the development of urgently needed informatics solutions to address rising maternal morbidity and mortality.
Proceedings of the AMIA 2022, 2022
Putting the user back in user-centered design: Strategies for incorporating patient goals and values throughout the design of decision aids.
Proceedings of the AMIA 2022, 2022
Making Numbers Meaningful: Practical Lessons in Communicating Numbers to Patients and the Public.
Proceedings of the AMIA 2022, 2022
2021
J. Am. Medical Informatics Assoc., 2021
J. Am. Medical Informatics Assoc., 2021
Modeling patient-related workload in the emergency department using electronic health record data.
Int. J. Medical Informatics, 2021
To share or not to share: Exploring the ethical implications of sharing personal health data with patients and informal caregivers.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Broadband Internet Access as a Social Determinant of Health With Impacts on Health Disparities During COVID-19.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Supporting EHR-based Cohort Discovery Through User-centered Design: Results of an Early Formative Usability Study.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Imprecision and Preferences in Interpretation of Verbal Probabilities in Health: A Systematic Review.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Multi-site Evaluation of Longitudinal Changes in Ejection Fraction in Heart Failure Patients Through Data-driven Phenotyping.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
"How did you get to this number?" Stakeholder needs for implementing predictive analytics: a pre-implementation qualitative study.
J. Am. Medical Informatics Assoc., 2020
mHealth in Myanmar: Community-based Participatory Design of a Population Health Surveillance Data Collection Application.
Proceedings of the AMIA 2020, 2020
Designing a window into the "black box": User-centered design for improving interpretability of predictive models.
Proceedings of the AMIA 2020, 2020
Numerical Formats to Optimize Comprehension of Medication Instructions: A Systematic Review and Presentation of a Novel Conceptual Model.
Proceedings of the AMIA 2020, 2020
Data Sharing does not Equal Knowledge Sharing: Applying a Work Systems Perspective to Improve Communication of Health Data.
Proceedings of the AMIA 2020, 2020
The Age Limit Does Not Exist: A Pilot Usability Assessment of a SMS-Messaging and Smartwatch-Based Intervention for Older Adults with Depression.
Proceedings of the AMIA 2020, 2020
2019
Design and Evaluation of an Integrated, Patient-Focused Electronic Health Record Display for Emergency Medicine.
Appl. Clin. Inform., 2019
Interventions to Increase Patient Portal Use in Vulnerable Populations: A Systematic Review.
Proceedings of the AMIA 2019, 2019
Implementing Predictive Analytic Models in Diverse Healthcare Systems: A Qualitative Study with Operational, Informatics, and Front-line Personnel.
Proceedings of the AMIA 2019, 2019
2018
Assessing the Usability of a Prototype Emergency Medicine Patient-Centered Electronic Health Record Display.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
2017
Communication in the Electronic Age: an Analysis of Face-to-Face Physician-Nurse Communication in the Emergency Department.
J. Heal. Informatics Res., 2017
2015
Electronic health record usability: analysis of the user-centered design processes of eleven electronic health record vendors.
J. Am. Medical Informatics Assoc., 2015