James Mitchell, PhD, MSc

Publications

• Gomez-Lumbreras A, Tawfik AG, Del Fiol G, Kawamoto K, Reese T, Trinkley K, Jones A, Mitchell J, Malone DC. Risk of gastrointestinal bleeding by specific SSRIs and SNRIs: A systematic review and meta-analysis. Br J Clin Pharmacol. 2025 Dec 29. [Epub ahead of print] PubMed PMID: 41461139
• Martin B, Payan M, LaVelle J, DeWitt PE, Russell S, Mitchell J, Deakyne Davies SJ, Bennett TD. Fast, Accurate Assignment of Clinical Diagnoses From Patient Notes by a Large Language Model: Critical Pediatric Pneumonia as a Use Case. Crit Care Explor. 2025 Dec;7(12):e1350. PubMed PMID: 41311865
• Maw AM, Hoppe JA, Wagner NM, Mitchell J, Bean M, Trinkley KE. Pragmatic Integration of User-Centered Design and Implementation Science: A New Methodological Approach for Clinical Decision Support Implementation in EHRs. Appl Clin Inform. 2025 Oct;16(5):1531-1540. PubMed PMID: 41056988
• Trinkley KE, Maestas Duran D, Zhang S, Bean M, Allen LA, Glasgow RE, Huebschmann AG, Lin CT, Mansoori JN, Maw AM, Mitchell J, Scherer LD, Matlock DD. Application of Nudges to Design Clinical Decision Support Tools: Systematic Approach Guided by Implementation Science. J Med Internet Res. 2025 Sep 25;27:e73189. PubMed PMID: 40997321
• Journal: International Journal of Nursing Studies Title: A Rapid Review on Current and Potential Uses of Large Language Models in Nursing
• Hobensack M, von Gerich H, Vyas P, Withall J, Peltonen LM, Block LJ, Davies S, Chan R, Van Bulck L, Cho H, Paquin R, Mitchell J, Topaz M, Song J. A rapid review on current and potential uses of large language models in nursing. Int J Nurs Stud. 2024 Jun;154:104753. PubMed PMID: 38560958
• Mitchell J, Bennett TD. Navigating Complexity: Enhancing Pediatric Diagnostics With Large Language Models. Pediatr Crit Care Med. 2024 Jun 1;25(6):577-580. doi: 10.1097/PCC.0000000000003483. Epub 2024 Jun 5. PMID: 38836714; PMCID: PMC11160974.
• Mitchell J, de Quincey E, Pantin C, Mustfa N. Design Recommendations for Presenting Clinical Guidelines on Mobile Devices. Stud Health Technol Inform. 2022 Jun 6;290:1110-1111. PubMed PMID: 35673230
• Moen H, Alhuwail D, Björne J, Block L, Celin S, Jeon E, Kreiner K, Mitchell J, Ožegovic G, Ronquillo CE, Sequeira L, Tayaben J, Topaz M, Veeranki SPK, Peltonen LM. Towards Automated Screening of Literature on Artificial Intelligence in Nursing. Stud Health Technol Inform. 2022 Jun 6;290:637-640. PubMed PMID: 35673094
• von Gerich H, Moen H, Block LJ, Chu CH, DeForest H, Hobensack M, Michalowski M, Mitchell J, Nibber R, Olalia MA, Pruinelli L, Ronquillo CE, Topaz M, Peltonen LM. Artificial Intelligence -based technologies in nursing: A scoping literature review of the evidence. Int J Nurs Stud. 2022 Mar;127:104153. PubMed PMID: 35092870
• Ronquillo CE, Mitchell J, Alhuwail D, Peltonen LM, Topaz M, Block LJ. The Untapped Potential of Nursing and Allied Health Data for Improved Representation of Social Determinants of Health and Intersectionality in Artificial Intelligence Applications: A Rapid Review. Yearb Med Inform. 2022 Aug;31(1):94-99. PubMed PMID: 35654435
• Dix, A., Crivellaro, C., Steeds, M. and Mitchell, J., 2022, July. Doctoral Consortium Learning Together. In 35th International BCS Human-Computer Interaction Conference 35 (pp. 1-2).
• Mitchell, J., de Quincey, E., Pantin, C. and Mustfa, N., 2022, July. Applying recommendations and working with clinical experts to understand, adapt, verify, and validate clinical information for mobile delivery. In 35th International BCS Human-Computer Interaction Conference 35 (pp. 1-10).
• Mitchell, J. and Kanwal, N., 2022, July. Using physiological signals to measure the Quality-of-Experience of Health Care Professionals when interacting with a clinical guideline mobile app. In 35th International BCS Human-Computer Interaction Conference 35 (pp. 1-5).
• Mitchell, J., 2022, July. An Augmented Reality Virtual Museum ‘Takeout’Interaction. In 35th International BCS Human-Computer Interaction Conference 35 (pp. 1-3).

Practice Locations

UCHealth Anschutz Outpatient Pavilion - Anschutz Medical Campus
1635 Aurora Ct
Aurora, CO 80045
720-848-0000