Publications

PLACID: Privacy-preserving Large language models for Acronym Clinical Inference and Disambiguation

Aithal, M.B., Kotz, A. & Mitchell, J. (2026). arXiv, arXiv:2603.23678; accepted poster, AMIA Symposium 2026.

Barriers and Facilitators to Implementing a Shared Decision-Making Tool for Anticoagulant-Related Drug-Drug Interactions: A Qualitative Study Across Three Academic Medical Centers

Becker, R.A. et al. including Mitchell, J. (2026). BMJ Open, 16(3), e110074.

Application of Nudges to Design Clinical Decision Support Tools: Systematic Approach Guided by Implementation Science

Trinkley, K.E. et al. including Mitchell, J. (2025). Journal of Medical Internet Research, 27, e73189.

Fast, Accurate Assignment of Clinical Diagnoses From Patient Notes by a Large Language Model: Critical Pediatric Pneumonia as a Use Case

Martin, B. et al. including Mitchell, J. (2025). Critical Care Explorations, 7(12), e1350.

Risk of Gastrointestinal Bleeding by Specific SSRIs and SNRIs: A Systematic Review and Meta-Analysis

Gomez-Lumbreras, A. et al. including Mitchell, J. (2025). British Journal of Clinical Pharmacology.

Pragmatic Integration of User-Centered Design and Implementation Science: A New Methodological Approach for Clinical Decision Support Implementation in EHRs

Maw, A.M., Hoppe, J.A., Wagner, N.M. & Mitchell, J. (2025). Applied Clinical Informatics, 16(05), 1531–1540.

Social Determinants of Health in Digital Health Policies: An International Environmental Scan

Song, J. et al. including Mitchell, J. (2024). Yearbook of Medical Informatics, 33(01), 283–291.

Navigating Complexity: Enhancing Pediatric Diagnostics With Large Language Models

Mitchell, J. & Bennett, T.D. (2024). Pediatric Critical Care Medicine, 25(6), 577–580.

The Untapped Potential of Nursing and Allied Health Data for Improved Representation of Social Determinants of Health and Intersectionality in Artificial Intelligence Applications

Ronquillo, C.E., Mitchell, J. et al. (2022). Yearbook of Medical Informatics, 31(01), 094–099.

Towards Automated Screening of Literature on Artificial Intelligence in Nursing

Moen, H. et al. including Mitchell, J. (2022). MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation.

A Rapid Review on Current and Potential Uses of Large Language Models in Nursing

Hobensack, M. et al. (2024). International Journal of Nursing Studies, 154, 104753.

Health Informatics Solutions in Response to COVID-19: Preliminary Insights from an International Survey

Barakati, S.S. et al. including Mitchell, J. (2020). Integrated Citizen Centered Digital Health and Social Care, 222–223.

Applying Recommendations and Working with Clinical Experts to Understand, Adapt, Verify, and Validate Clinical Information for Mobile Delivery

Mitchell, J., de Quincey, E., Pantin, C. & Mustfa, N. (2022). 35th International BCS HCI Conference.

Using Physiological Signals to Measure the Quality-of-Experience of Health Care Professionals when Interacting with a Clinical Guideline Mobile App

Mitchell, J. & Kanwal, N. (2022). 35th International BCS HCI Conference.

Design Recommendations for Presenting Clinical Guidelines on Mobile Devices

Mitchell, J., de Quincey, E., Pantin, C. & Mustfa, N. (2022). Studies in Health Technology and Informatics, 290, 1110–1111.

Artificial Intelligence-Based Technologies in Nursing: A Scoping Literature Review of the Evidence

von Gerich, H. et al. (2022). International Journal of Nursing Studies.

Card Sorting for User Experience Design

De Quincey, E. & Mitchell, J. (2021). Interacting with Computers.

15 Usability Recommendations for Delivering Clinical Guidelines on Mobile Devices

Mitchell, J., de Quincey, E., Pantin, C. & Mustfa, N. (2021). 34th British HCI Conference, pp. 82–93.

The Development of a Point of Care Clinical Guidelines Mobile Application Following a User-Centred Design Approach

Mitchell, J., de Quincey, E., Pantin, C. & Mustfa, N. (2020). BCS HCI Conference (22), pp. 294–313.