Guilherme Del Fiol

Guilherme Del Fiol, MD, PhD, FACMI

Languages spoken: Portuguese, Italian, English

Academic Information

Departments Primary - Biomedical Informatics

Dr. Guilherme Del Fiol earned his MD from the University of Sao Paulo, Brazil; his MS in Information Systems from the Catholic University of Parana, Brazil; and his PhD in Biomedical Informatics from the University of Utah. He is currently Professor and Vice-Chair for Research in the University of Utah’s Department of Biomedical Informatics and Co-Director of the Digital Health Initiative. Prior to the University of Utah, Dr. Del Fiol held positions in Clinical Knowledge Management at Intermountain Healthcare and as Assistant Professor at the Department of Community and Family Medicine at Duke University. For 12 years, he has served as an elected co-chair of the Clinical Decision Support Work Group at Health Level International (HL7). He is also an elected Fellow of the American College of Medical Informatics (ACMI) and a member of the Comprehensive Cancer Center at Huntsman Cancer Institute.

Dr. Del Fiol is interested in the investigation of standards-based clinical decision support and digital health interventions in large pragmatic clinical trials. He has been focusing particularly on population-based digital health interventions, especially for cancer prevention. He is the lead author of the HL7 Infobutton Standard and the project lead for OpenInfobutton, an open source suite of infobutton tools and Web services, which is in production use at several healthcare organizations throughout the United States. His research has been funded by various sources including the National Institutes of Health (NIH), AHRQ, CDC, and PCORI.


“Health informatics combines the two areas that appeal to me the most, health care and technology. I feel this combination provides me with greater potential to improve the quality of health care than through direct patient care. It is rewarding knowing that my research work has practical and direct implications in the daily routine of clinicians and ultimately in people’s health. This is a major motivation for me to come to work every day.”

Google Scholar: http://scholar.google.com/citations?user=C-q_xHcAAAAJ&hl=en&oi=ao

My Bibliography in PubMed: https://www.ncbi.nlm.nih.gov/myncbi/guilherme.del%20fiol.1/bibliography/public/

Research Statement

Dr. Del Fiol is interested in the design, development, evaluation and dissemination of standards-based clinical informatics and clinical decision support (CDS) interventions to improve the quality, safety, and value of health care. He is especially interested in clinical decision support interventions for cancer prevention and screening. He is also interested in the development and implementation of health IT standards to promote wide dissemination of CDS interventions across health care organizations and EHR platforms.

Education History

Professional Medical University of São Paulo
 MD
Residency University of São Paulo
 Resident
Other Training School of Public Health, University of São Paulo
 Certificate
Graduate Training Catholic University of Paraná, School of Computer Science
 MS
Doctoral Training University of Utah, Department of Biomedical Informatics
 PhD

Selected Publications

Journal Article

  1. Haynes RB, Del Fiol G, Michelson M, Iorio A (2020). Context and Approach in Reporting Evaluations of Electronic Health Record-Based Implementation Projects. Ann Intern Med, 172(11 Suppl), S73-S78.
  2. Aakre CA, Pencille LJ, Sorensen KJ, Shellum JL, Del Fiol G, Maggio LA, Prokop LJ, Cook DA (2018). Electronic Knowledge Resources and Point-of-Care Learning: A Scoping Review. Acad Med, 93(11S Association of American Medical Colleges Learn Serve Lead: Proceedings of the 57th Annual Research in Medical Education Sessions), S60-S67.
  3. Morid MA, Borjali A, Del Fiol (2021). A scoping review of transfer learning research on medical image analysis using ImageNet. Computers in biology and medicine, 128, 104115.
  4. Brooke BS, Beckstrom J, Slager SL, Weir CR, Del Fiol (2019). Discordance in Information Exchange Between Providers During Care Transitions for Surgical Patients. The Journal of surgical research, 244, 174-180.
  5. Lenert L, Dunlea R, Del Fiol G, Hall L (2014). A model to support shared decision making in electronic health records systems. Medical decision making, 34(8), 987-95.
  6. Hulse NC, Rocha RA, Del Fiol G, Bradshaw RL, Hanna TP, Roemer L (2005). KAT: a flexible XML-based knowledge authoring environment. Journal of the American Medical Informatics Association, 12(4), 418-30.
  7. Del Fiol G, Haug PJ, Cimino JJ, Narus SP, Norlin C, Mitchell J (2008). Effectiveness of topic-specific infobuttons: a randomized controlled trial. Journal of the American Medical Informatics Association, 15(6), 752-9.
  8. Strasberg HR, Del Fiol G, Cimino J (2013). Terminology challenges implementing the HL7 context-aware knowledge retrieval ('Infobutton') standard. Journal of the American Medical Informatics Association, 20(2), 218-23.
  9. Jonnalagadda SR, Del Fiol G, Medlin R, Weir C, Fiszman M, Mostafa J, Liu (2013). Automatically extracting sentences from Medline citations to support clinicians' information needs. Journal of the American Medical Informatics Association, 20(5), 995-1000.
  10. Del Fiol G, Crouch BI, Cummins M (2015). Data standards to support health information exchange between poison control centers and emergency departments. Journal of the American Medical Informatics Association, 22(3), 519-28.
  11. Cook DA, Teixeira MT, Heale BS, Cimino JJ, Del Fiol (2017). Context-sensitive decision support (infobuttons) in electronic health records: a systematic review. Journal of the American Medical Informatics Association, 24(2), 460-468.
  12. Ranade-Kharkar P, Weir C, Norlin C, Collins SA, Scarton LA, Baker GB, Borbolla D, Taliercio V, Del Fiol (2017). Information needs of physicians, care coordinators, and families to support care coordination of children and youth with special health care needs (CYSHCN). Journal of the American Medical Informatics Association, 24(5), 933-941.
  13. Reese T, Segall N, Nesbitt P, Del Fiol G, Waller R, Macpherson BC, Tonna JE, Wright M (2018). Patient information organization in the intensive care setting: expert knowledge elicitation with card sorting methods. Journal of the American Medical Informatics Association, 25(8), 1026-1035.
  14. Waller RG, Wright MC, Segall N, Nesbitt P, Reese T, Borbolla D, Del Fiol (2019). Novel displays of patient information in critical care settings: a systematic review. Journal of the American Medical Informatics Association, 26(5), 479-489.
  15. Aakre CA, Maggio LA, Fiol GD, Cook D (2019). Barriers and facilitators to clinical information seeking: a systematic review. Journal of the American Medical Informatics Association, 26(10), 1129-1140.
  16. Richesson RL, Staes CJ, Douthit BJ, Thoureen T, Hatch DJ, Kawamoto K, Del Fiol (2020). Measuring implementation feasibility of clinical decision support alerts for clinical practice recommendations. Journal of the American Medical Informatics Association, 27(4), 514-521.
  17. Cummins MR, Del Fiol G, Crouch BI, Ranade-Kharkar P, Khalifa A, Iskander A, Mann D, Hoffman M, Thornton S, Allen TL, Bennett (2020). Enabling health information exchange at a US Poison Control Center. Journal of the American Medical Informatics Association, 27(7), 1000-1006.
  18. Reese TJ, Del Fiol G, Tonna JE, Kawamoto K, Segall N, Weir C, Macpherson BC, Kukhareva P, Wright M (2020). Impact of integrated graphical display on expert and novice diagnostic performance in critical care. Journal of the American Medical Informatics Association, 27(8), 1287-1292.
  19. Weir CR, Taber P, Taft T, Reese TJ, Jones B, Del Fiol (2021). Feeling and thinking: can theories of human motivation explain how EHR design impacts clinician burnout?. Journal of the American Medical Informatics Association, 28(5), 1042-1046.
  20. Strasberg HR, Rhodes B, Del Fiol G, Jenders RA, Haug PJ, Kawamoto (2021). Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources. Journal of the American Medical Informatics Association, 28(8), 1796-1806.
  21. Liu S, Reese TJ, Kawamoto K, Del Fiol G, Weir (2021). A theory-based meta-regression of factors influencing clinical decision support adoption and implementation. Journal of the American Medical Informatics Association, 28(11), 2514-2522.
  22. Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Alterovitz G, Huff S (2021). Interoperable genetic lab test reports: mapping key data elements to HL7 FHIR specifications and professional reporting guidelines. Journal of the American Medical Informatics Association, 28(12), 2617-2625.
  23. Richesson RL, Marsolo KS, Douthit BJ, Staman K, Ho PM, Dailey D, Boyd AD, McTigue KM, Ezenwa MO, Schlaeger JM, Patil CL, Faurot KR, Tuzzio L, Larson EB, O'Brien EC, Zigler CK, Lakin JR, Pressman AR, Braciszewski JM, Grudzen C, Fiol G (2021). Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory. Journal of the American Medical Informatics Association, 28(12), 2626-2640.
  24. Roemer LK, Richardson SJ, Rocha RA, Del Fiol G, Bradshaw R (2004). Exploratory case method to determine the frequency of redundant orders within manually consolidated order lists. International journal of medical informatics, 73(7-8), 639-45.
  25. Del Fiol G, Mostafa J, Pu D, Medlin R, Slager S, Jonnalagadda SR, Weir C (2016). Formative evaluation of a patient-specific clinical knowledge summarization tool. International journal of medical informatics, 86, 126-34.
  26. Scarton LA, Wang L, Kilicoglu H, Jahries M, Del Fiol (2019). Expanding vocabularies for complementary and alternative medicine therapies. International journal of medical informatics, 121, 64-74.
  27. Reese TJ, Segall N, Del Fiol G, Tonna JE, Kawamoto K, Weir C, Wright M (2021). Iterative heuristic design of temporal graphic displays with clinical domain experts. Journal of clinical monitoring and computing, 35(5), 1119-1131.
  28. Del Fiol G, Rocha RA, Bradshaw RL, Hulse NC, Roemer L (2005). An XML model that enables the development of complex order sets by clinical experts. IEEE transactions on information technology in biomedicine, 9(2), 216-28.
  29. Del Fiol G, Curtis C, Cimino JJ, Iskander A, Kalluri AS, Jing X, Hulse NC, Long J, Overby CL, Schardt C, Douglas D (2013). Disseminating context-specific access to online knowledge resources within electronic health record systems. Studies in health technology and informatics, 192, 672-6.
  30. Slager S, Beckstrom J, Weir C, Del Fiol G, Brooke B (2017). Information Exchange Between Providers During Transitions of Surgical Care: Communication, Documentation and Sometimes Both. Studies in health technology and informatics, 234, 303-308.
  31. Penning ML, Blach C, Walden A, Wang P, Donovan KM, Garza MY, Wang Z, Frund J, Syed S, Syed M, Del Fiol G, Newby LK, Pieper C, Zozus (2020). Near Real Time EHR Data Utilization in a Clinical Study. Studies in health technology and informatics, 270, 337-341.
  32. Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Huff S (2021). A qualitative study of prevalent laboratory information systems and data communication patterns for genetic test reporting. Genetics in medicine, 23(11), 2171-2177.
  33. Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Huff S (2021). A qualitative investigation of biomedical informatics interoperability standards for genetic test reporting: benefits, challenges, and motivations from the testing laboratory's perspective. Genetics in medicine, 23(11), 2178-2185.
  34. Del Fiol G, Haug P (2008). Infobuttons and classification models: a method for the automatic selection of on-line information resources to fulfill clinicians' information needs. Journal of biomedical informatics, 41(4), 655-66.
  35. Del Fiol G, Haug P (2009). Classification models for the prediction of clinicians' information needs. Journal of biomedical informatics, 42(1), 82-9.
  36. Del Fiol G, Huser V, Strasberg HR, Maviglia SM, Curtis C, Cimino J (2012). Implementations of the HL7 Context-Aware Knowledge Retrieval ("Infobutton") Standard: challenges, strengths, limitations, and uptake. Journal of biomedical informatics, 45(4), 726-35.
  37. Welch BM, Eilbeck K, Del Fiol G, Meyer LJ, Kawamoto (2014). Technical desiderata for the integration of genomic data with clinical decision support. Journal of biomedical informatics, 51, 3-7.
  38. Mishra R, Bian J, Fiszman M, Weir CR, Jonnalagadda S, Mostafa J, Del Fiol (2014). Text summarization in the biomedical domain: a systematic review of recent research. Journal of biomedical informatics, 52, 457-67.
  39. Morid MA, Fiszman M, Raja K, Jonnalagadda SR, Del Fiol (2016). Classification of clinically useful sentences in clinical evidence resources. Journal of biomedical informatics, 60, 14-22.
  40. Roosan D, Weir C, Samore M, Jones M, Rahman M, Stoddard GJ, Del Fiol (2017). Identifying complexity in infectious diseases inpatient settings: An observation study. Journal of biomedical informatics, 71S, S13-S21.
  41. Wang L, Del Fiol G, Bray BE, Haug P (2017). Generating disease-pertinent treatment vocabularies from MEDLINE citations. Journal of biomedical informatics, 65, 46-57.
  42. Slager SL, Weir CR, Kim H, Mostafa J, Del Fiol (2017). Physicians' perception of alternative displays of clinical research evidence for clinical decision support - A study with case vignettes. Journal of biomedical informatics, 71S, S53-S59.
  43. Wang L, Haug PJ, Del Fiol (2017). Using classification models for the generation of disease-specific medications from biomedical literature and clinical data repository. Journal of biomedical informatics, 69, 259-266.
  44. Colicchio TK, Del Fiol G, Scammon DL, Bowes WA 3rd, Facelli JC, Narus S (2017). Development and classification of a robust inventory of near real-time outcome measurements for assessing information technology interventions in health care. Journal of biomedical informatics, 73, 62-75.
  45. Bian J, Morid MA, Jonnalagadda S, Luo G, Del Fiol (2017). Automatic identification of high impact articles in PubMed to support clinical decision making. Journal of biomedical informatics, 73, 95-103.
  46. Teixeira M, Cook DA, Heale BSE, Del Fiol (2017). Optimization of infobutton design and Implementation: A systematic review. Journal of biomedical informatics, 74, 10-19.
  47. Colicchio TK, Del Fiol G, Scammon DL, Facelli JC, Bowes WA 3rd, Narus S (2018). Comprehensive methodology to monitor longitudinal change patterns during EHR implementations: a case study at a large health care delivery network. Journal of biomedical informatics, 83, 40-53.
  48. Ranade-Kharkar P, Narus SP, Anderson GL, Conway T, Del Fiol (2018). Data standards for interoperability of care team information to support care coordination of complex pediatric patients. Journal of biomedical informatics, 85, 1-9.
  49. Bian J, Abdelrahman S, Shi J, Del Fiol (2019). Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features. Journal of biomedical informatics, 89, 1-10.
  50. Morid MA, Lau M, Del Fiol (2021). Predictive analytics for step-up therapy: Supervised or semi-supervised learning?. Journal of biomedical informatics, 119, 103842.
  51. Taber P, Staes CJ, Phengphoo S, Rocha E, Lam A, Del Fiol G, Maviglia SM, Rocha R (2021). Developing a sampling method and preliminary taxonomy for classifying COVID-19 public health guidance for healthcare organizations and the general public. Journal of biomedical informatics, 120, 103852.
  52. Wright MC, Borbolla D, Waller RG, Del Fiol G, Reese T, Nesbitt P, Segall (2019). Critical care information display approaches and design frameworks: A systematic review and meta-analysis. Journal of biomedical informatics, 100S, 100041.
  53. González-Castro L, Cal-González VM, Del Fiol G, López-Nores (2021). CASIDE: A data model for interoperable cancer survivorship information based on FHIR. Journal of biomedical informatics, 124, 103953.
  54. Kaphingst KA, Kohlmann W, Chambers RL, Goodman MS, Bradshaw R, Chan PA, Chavez-Yenter D, Colonna SV, Espinel WF, Everett JN, Gammon A, Goldberg ER, Gonzalez J, Hagerty KJ, Hess R, Kehoe K, Kessler C, Kimball KE, Loomis S, Martinez TR, Monahan R, Schiffman JD, Temares D, Tobik K, Wetter DW, Mann DM, Kawamoto K, Del Fiol G, Buys SS, Ginsburg O, BRIDGE research team (2021). Comparing models of delivery for cancer genetics services among patients receiving primary care who meet criteria for genetic evaluation in two healthcare systems: BRIDGE randomized controlled trial. BMC health services research, 21(1), 542.
  55. Heale BSE, Khalifa A, Stone BL, Nelson S, Del Fiol (2017). Physicians' pharmacogenomics information needs and seeking behavior: a study with case vignettes. BMC medical informatics and decision making, 17(1), 113.
  56. Liu S, Reese TJ, Kawamoto K, Del Fiol G, Weir (2021). A systematic review of theoretical constructs in CDS literature. BMC medical informatics and decision making, 21(1), 102.
  57. Del Fiol G, Michelson M, Iorio A, Cotoi C, Haynes R (2018). A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study. Journal of medical Internet research, 20(6), e10281.
  58. Bian J, Weir C, Unni P, Borbolla D, Reese T, Wan YJ, Del Fiol (2018). Interactive Visual Displays for Interpreting the Results of Clinical Trials: Formative Evaluation With Case Vignettes. Journal of medical Internet research, 20(6), e10507.
  59. Colicchio TK, Cimino JJ, Del Fiol (2019). Unintended Consequences of Nationwide Electronic Health Record Adoption: Challenges and Opportunities in the Post-Meaningful Use Era. Journal of medical Internet research, 21(6), e13313.
  60. Maggio LA, Aakre CA, Del Fiol G, Shellum J, Cook D (2019). Impact of Clinicians' Use of Electronic Knowledge Resources on Clinical and Learning Outcomes: Systematic Review and Meta-Analysis. Journal of medical Internet research, 21(7), e13315.
  61. Chavez-Yenter D, Kimball KE, Kohlmann W, Lorenz Chambers R, Bradshaw RL, Espinel WF, Flynn M, Gammon A, Goldberg E, Hagerty KJ, Hess R, Kessler C, Monahan R, Temares D, Tobik K, Mann DM, Kawamoto K, Del Fiol G, Buys SS, Ginsburg O, Kaphingst K (2021). Patient Interactions With an Automated Conversational Agent Delivering Pretest Genetics Education: Descriptive Study. Journal of medical Internet research, 23(11), e29447.
  62. Scarton LA, Del Fiol G, Oakley-Girvan I, Gibson B, Logan R, Workman T (2018). Understanding cancer survivors' information needs and information-seeking behaviors for complementary and alternative medicine from short- to long-term survival: a mixed-methods study. Journal of the Medical Library Association, 106(1), 87-97.
  63. Karhade AV, Schwab JH, Del Fiol G, Kawamoto (2021). SMART on FHIR in spine: integrating clinical prediction models into electronic health records for precision medicine at the point of care. The spine journal, 21(10), 1649-1651.
  64. Colicchio TK, Fiol GD, Stoddard GJ, Narus S (2018). Evaluation of a systematic methodology to detect in near real-time performance changes during electronic health record system implementations: a longitudinal study. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2017, 595-604.
  65. Ranade-Kharkar P, Norlin C, Del Fiol (2018). Formative Evaluation of Care Nexus: a Tool for the Visualization and Management of Care Teams of Complex Pediatric Patients. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2017, 1458-1467.
  66. Borbolla D, Taft T, Taber P, Weir CR, Norlin C, Kawamoto K, Fiol G (2018). Understanding Primary Care Providers' Information Gathering Strategies in the Care of Children and Youth with Special Health Care Needs. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2018, 272-278.
  67. Kawamanto K, Flynn MC, Kukhareva P, ElHalta D, Hess R, Gregory T, Walls C, Wigren AM, Borbolla D, Bray BE, Parsons MH, Clayson BL, Briley MS, Stipelman CH, Taylor D, King CS, Del Fiol G, Reese TJ, Weir CR, Taft T, Strong M (2018). A Pragmatic Guide to Establishing Clinical Decision Support Governance and Addressing Decision Support Fatigue: a Case Study. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2018, 624-633.
  68. Reese TJ, Kawamoto K, Fiol GD, Drews F, Taft T, Kramer H, Weir (2018). When an Alert is Not an Alert: A Pilot Study to Characterize Behavior and Cognition Associated with Medication Alerts. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2018, 1488-1497.
  69. Del Fiol G, Haug P (2007). Use of classification models based on usage data for the selection of infobutton resources. AMIA ... Annual Symposium proceedings. AMIA Symposium, 171-5.
  70. Del Fiol G, Rocha RA, Clayton P (2006). Infobuttons at Intermountain Healthcare: utilization and infrastructure. AMIA ... Annual Symposium proceedings. AMIA Symposium, 180-4.
  71. Hulse NC, Del Fiol G, Rocha R (2005). Development and validation of XML-based calculations within order sets. AMIA ... Annual Symposium proceedings. AMIA Symposium, 360-4.
  72. Fernandez ME, Schlechter CR, Del Fiol G, Gibson B, Kawamoto K, Siaperas T, Pruhs A, Greene T, Nahum-Shani I, Schulthies S, Nelson M, Bohner C, Kramer H, Borbolla D, Austin S, Weir C, Walker TW, Lam CY, Wetter D (2020). QuitSMART Utah: an implementation study protocol for a cluster-randomized, multi-level Sequential Multiple Assignment Randomized Trial to increase Reach and Impact of tobacco cessation treatment in Community Health Centers. Implementation science, 15(1), 9.
  73. Hulse NC, Rocha RA, Del Fiol G, Bradshaw RL, Hanna TP, Roemer L (2004). The knowledge authoring tool: an XML-based knowledge acquisition environment. Conference proceedings, 2004, 3350-3.
  74. Del Fiol G, Rocha RA, Washburn J, Rhodes J, Hulse N, Bradshaw RL, Roemer L (2004). "On-demand" access to a multi-purpose collection of best practice standards. Conference proceedings, 2004, 3342-5.
  75. Oosterhoff JH, Thio QC, Groot OQ, Bongers ME, Ghaednia H, Karhade AV, Del Fiol G, Kawamoto K (2021). Integration of automated predictive analytics into electronic health records: can spine surgery applications lead the way using SMART on FHIR and CDS Hooks?. Seminars in spine surgery, 100870.
  76. Taber P, Radloff C, Del Fiol G, Staes C, Kawamoto (2021). New Standards for Clinical Decision Support: A Survey of The State of Implementation. Yearbook of medical informatics, 30(1), 159-171.
  77. Kawamoto K, Del Fiol G, Orton C, Lobach D (2010). System-agnostic clinical decision support services: benefits and challenges for scalable decision support. The open medical informatics journal, 4, 245-54.
  78. Kawamoto K, Del Fiol G, Lobach DF, Jenders R (2010). Standards for scalable clinical decision support: need, current and emerging standards, gaps, and proposal for progress. The open medical informatics journal, 4, 235-44.
  79. Crump JK, Del Fiol G, Williams MS, Freimuth R (2018). Prototype of a Standards-Based EHR and Genetic Test Reporting Tool Coupled with HL7-Compliant Infobuttons. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2017, 330-339.
  80. Mowery DL, Kawamoto K, Bradshaw R, Kohlmann W, Schiffman JD, Weir C, Borbolla D, Chapman WW, Del Fiol (2019). Determining Onset for Familial Breast and Colorectal Cancer from Family History Comments in the Electronic Health Record. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2019, 173-181.
  81. Cummins MR, Ranade-Kharkar P, Johansen C, Bennett H, Gabriel S, Crouch BI, Del Fiol G, Hoffman (2018). Simple Workflow Changes Enable Effective Patient Identity Matching in Poison Control. Applied clinical informatics, 9(3), 553-557.
  82. Rasmussen LV, Connolly JJ, Del Fiol G, Freimuth RR, Pet DB, Peterson JF, Shirts BH, Starren JB, Williams MS, Walton N, Taylor C (2021). Infobuttons for Genomic Medicine: Requirements and Barriers. Applied clinical informatics, 12(2), 383-390.
  83. Tiase VL, Wawrzynski SE, Sward KA, Del Fiol G, Staes C, Weir C, Cummins M (2021). Provider Preferences for Patient-Generated Health Data Displays in Pediatric Asthma: A Participatory Design Approach. Applied clinical informatics, 12(3), 664-674.
  84. Douthit BJ, Del Fiol G, Staes CJ, Docherty SL, Richesson R (2021). A Conceptual Framework of Data Readiness: The Contextual Intersection of Quality, Availability, Interoperability, and Provenance. Applied clinical informatics, 12(3), 675-685.
  85. Reese TJ, Schlechter CR, Kramer H, Kukhareva P, Weir CR, Del Fiol G, Caverly T, Hess R, Flynn MC, Taft T, Kawamoto (2021). Implementing lung cancer screening in primary care: needs assessment and implementation strategy design. Translational behavioral medicine, 12, 187-197.
  86. Williams MS, Taylor CO, Walton NA, Goehringer SR, Aronson S, Freimuth RR, Rasmussen LV, Hall ES, Prows CA, Chung WK, Fedotov A, Nestor J, Weng C, Rowley RK, Wiesner GL, Jarvik GP, Del Fiol (2019). Genomic Information for Clinicians in the Electronic Health Record: Lessons Learned From the Clinical Genome Resource Project and the Electronic Medical Records and Genomics Network. Frontiers in genetics, 10, 1059.
  87. Del Fiol G, Weber AI, Brunker CP, Weir C (2014). Clinical questions raised by providers in the care of older adults: a prospective observational study. BMJ open, 4(7), e005315.
  88. Tiase VL, Hull W, McFarland MM, Sward KA, Del Fiol G, Staes C, Weir C, Cummins M (2019). Patient-generated health data and electronic health record integration: protocol for a scoping review. BMJ open, 9(12), e033073.
  89. Del Fiol G, Workman TE, Gorman P (2014). Clinical questions raised by clinicians at the point of care: a systematic review. JAMA internal medicine, 174(5), 710-8.
  90. Colicchio TK, Borbolla D, Colicchio VD, Scammon DL, Del Fiol G, Facelli JC, Bowes WA 3rd, Narus S (2019). Looking Behind the Curtain: Identifying Factors Contributing to Changes on Care Outcomes During a Large Commercial EHR Implementation. EGEMS (Washington, DC), 7(1), 21.
  91. Schlechter CR, Del Fiol G, Lam CY, Fernandez ME, Greene T, Yack M, Schulthies S, Nelson M, Bohner C, Pruhs A, Siaperas T, Kawamoto K, Gibson B, Nahum-Shani I, Walker TJ, Wetter D (2021). Application of community - engaged dissemination and implementation science to improve health equity. Preventive medicine reports, 24, 101620.
  92. Morid MA, Sheng ORL, Del Fiol G, Facelli JC, Bray BE, Abdelrahman (2020). Temporal Pattern Detection to Predict Adverse Events in Critical Care: Case Study With Acute Kidney Injury. JMIR medical informatics, 8(3), e14272.
  93. Reese TJ, Del Fiol G, Morgan K, Hurwitz JT, Kawamoto K, Gomez-Lumbreras A, Brown ML, Thiess H, Vazquez SR, Nelson SD, Boyce R, Malone (2021). A Shared Decision-making Tool for Drug Interactions Between Warfarin and Nonsteroidal Anti-inflammatory Drugs: Design and Usability Study. JMIR human factors, 8(4), e28618.
  94. Colicchio TK, Del Fiol G, Cimino J (2019). Health information technology as a learning health system: Call for a national monitoring system. Learning health systems, 4(1), e10207.
  95. Del Fiol G, Kohlmann W, Bradshaw RL, Weir CR, Flynn M, Hess R, Schiffman JD, Nanjo C, Kawamoto (2020). Standards-Based Clinical Decision Support Platform to Manage Patients Who Meet Guideline-Based Criteria for Genetic Evaluation of Familial Cancer. JCO clinical cancer informatics, 4, 1-9.
  96. Hanauer DA, Barnholtz-Sloan JS, Beno MF, Del Fiol G, Durbin EB, Gologorskaya O, Harris D, Harnett B, Kawamoto K, May B, Meeks E, Pfaff E, Weiss J, Zheng (2020). Electronic Medical Record Search Engine (EMERSE): An Information Retrieval Tool for Supporting Cancer Research. JCO clinical cancer informatics, 4, 454-463.
  97. Tiase VL, Sward KA, Del Fiol G, Staes C, Weir C, Cummins M (2021). Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs. JMIR pediatrics and parenting, 4(1), e25413.
  98. Kawamoto K, Kukhareva P, Shakib JH, Kramer H, Rodriguez S, Warner PB, Shields D, Weir C, Del Fiol G, Taft T, Stipelman C (2019). Association of an Electronic Health Record Add-on App for Neonatal Bilirubin Management With Physician Efficiency and Care Quality. JAMA network open, 2(11), e1915343.
  99. Reese TJ, Schlechter CR, Potter LN, Kawamoto K, Del Fiol G, Lam CY, Wetter D (2021). Evaluation of Revised US Preventive Services Task Force Lung Cancer Screening Guideline Among Women and Racial/Ethnic Minority Populations. JAMA network open, 4(1), e2033769.
  100. Tiase VL, Hull W, McFarland MM, Sward KA, Del Fiol G, Staes C, Weir C, Cummins M (2020). Patient-generated health data and electronic health record integration: a scoping review. JAMIA open, 3(4), 619-627.
  101. Gibson B, Kramer H, Weir C, Del Fiol, G, Borbolla D, Schlechter C, Lam C, Nelson M, Bohner C, Schulthies S, Sieperas T, Pruhs A, Nahum-Shani I, Fernandez ME, Wetter (2021). Workflow analysis for design of an electronic health record-based tobacco cessation intervention in community health centers. JAMIA open,
  102. Douthit BJ, Staes CJ, Del Fiol G, Richesson R (2021). A thematic analysis to examine the feasibility of EHR-based clinical decision support for implementing Choosing Wisely ® guidelines. JAMIA open, 4(2), ooab031.
  103. Kawamoto K, Kukhareva PV, Weir C, Flynn MC, Nanjo CJ, Martin DK, Warner PB, Shields DE, Rodriguez-Loya S, Bradshaw RL, Cornia RC, Reese TJ, Kramer HS, Taft T, Curran RL, Morgan KL, Borbolla D, Hightower M, Turnbull WJ, Strong MB, Chapman WW, Gregory T, Stipelman CH, Shakib JH, Hess R, Boltax JP, Habboushe JP, Sakaguchi F, Turner KM, Narus SP, Tarumi S, Takeuchi W, Ban H, Wetter DW, Lam C, Caverly TJ, Fagerlin A, Norlin C, Malone DC, Kaphingst KA, Kohlmann WK, Brooke BS, Del Fiol (2021). Establishing a multidisciplinary initiative for interoperable electronic health record innovations at an academic medical center. JAMIA open, 4(3), ooab041.
  104. Taber P, Ghani P, Schiffman JD, Kohlmann W, Hess R, Chidambaram V, Kawamoto K, Waller RG, Borbolla D, Del Fiol G, Weir (2020). Physicians' strategies for using family history data: having the data is not the same as using the data. JAMIA open, 3(3), 378-385.
  105. Wright MC, Borbolla D, Waller RG, Del Fiol G, Reese T, Nesbitt P, Segall (2019). Critical care information display approaches and design frameworks: A systematic review and meta-analysis. Journal of biomedical informatics, 3,
  106. Kepka D, Christini K, McGough E, Wagner A, Del Fiol G, Gibson B, Ayres S, Brandt HM, Mann S, Petrik AF, Coronado G (2021). Successful Multi-Level HPV Vaccination Intervention at a Rural Healthcare Center in the Era of COVID-19. Frontiers in digital health, 3, 719138.
  107. Liu S, Kawamoto K, Del Fiol G, Weir C, Malone DC, Reese TJ, Morgan K, ElHalta D, Abdelrahman (2022). The potential for leveraging machine learning to filter medication alerts. Journal of the American Medical Informatics Association, 29, 891-899.
  108. Schlechter CR, Del Fiol G, Lam CY, Fernandez ME, Greene T, Yack M, Schulthies S, Nelson M, Bohner C, Pruhs A, Siaperas T, Kawamoto K, Gibson B, Nahum-Shani I, Walker TJ, Wetter D (2021). Application of community - engaged dissemination and implementation science to improve health equity. Preventive medicine reports, 24, 101620.
  109. Wan YJ, Del Fiol G, McFarland MM, Wright M (2022). User interface approaches implemented with automated patient deterioration surveillance tools: protocol for a scoping review. BMJ open, 12(1), e055525.
  110. Kukhareva PV, Caverly TJ, Li H, Katki HA, Cheung LC, Reese TJ, Del Fiol G, Hess R, Wetter DW, Zhang Y, Taft TY, Flynn MC, Kawamoto (2022). Inaccuracies in electronic health records smoking data and a potential approach to address resulting underestimation in determining lung cancer screening eligibility. Journal of the American Medical Informatics Association, 29(5), 779-788.
  111. Kukhareva PV, Weir C, Del Fiol G, Aarons GA, Taft TY, Schlechter CR, Reese TJ, Curran RL, Nanjo C, Borbolla D, Staes CJ, Morgan KL, Kramer HS, Stipelman CH, Shakib JH, Flynn MC, Kawamoto (2022). Evaluation in Life Cycle of Information Technology (ELICIT) Framework: Supporting the Innovation Life Cycle from Business Case Assessment to Summative Evaluation. Journal of biomedical informatics, 127, 104014.
  112. Reese T, Wright A, Liu S, Boyce R, Romero A, Del Fiol G, Kawamoto K, Malone (2022). Improving the specificity of drug-drug interaction alerts: Can it be done?. American journal of health-system pharmacy, 79, 1086-1095.
  113. Bradshaw RL, Kawamoto K, Kaphingst KA, Kohlmann WK, Hess R, Flynn MC, Nanjo CJ, Warner PB, Shi J, Morgan K, Kimball K, Ranade-Kharkar P, Ginsburg O, Goodman M, Chambers R, Mann D, Narus SP, Gonzalez J, Loomis S, Chan P, Monahan R, Borsato EP, Shields DE, Martin DK, Kessler CM, Del Fiol (2022). GARDE: a standards-based clinical decision support platform for identifying population health management cohorts. Journal of the American Medical Informatics Association, 29(5), 928-936.
  114. Thiess H, Del Fiol G, Malone DC, Cornia R, Sibilla M, Rhodes B, Boyce RD, Kawamoto K, Reese (2022). Coordinated use of Health Level 7 standards to support clinical decision support: Case study with shared decision making and drug-drug interactions. International journal of medical informatics, 162, 104749.
  115. Wiley K, Findley L, Goldrich M, Rakhra-Burris TK, Stevens A, Williams P, Bult CJ, Chisholm R, Deverka P, Ginsburg GS, Green ED, Jarvik G, Mensah GA, Ramos E, Relling MV, Roden DM, Rowley R, Alterovitz G, Aronson S, Bastarache L, Cimino JJ, Crowgey EL, Del Fiol G, Freimuth RR, Hoffman MA, Jeff J, Johnson K, Kawamoto K, Madhavan S, Mendonca EA, Ohno-Machado L, Pratap S, Taylor CO, Ritchie MD, Walton N, Weng C, Zayas-Cabán T, Manolio TA, Williams M (2022). A research agenda to support the development and implementation of genomics-based clinical informatics tools and resources. Journal of the American Medical Informatics Association, 29, 1342-1349.
  116. Shi J, Morgan KL, Bradshaw RL, Jung SH, Kohlmann W, Kaphingst KA, Kawamoto K, Fiol G (2022). Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach. JMIR medical informatics, 10(8), e37842.
  117. Gibson B, Kramer H, Weir C, Fiol G, Borbolla D, Schlechter CR, Lam C, Nelson M, Bohner C, Schulthies S, Sieperas T, Pruhs A, Nahum-Shani I, Fernandez ME, Wetter D (2021). Workflow analysis for design of an electronic health record-based tobacco cessation intervention in community health centers. JAMIA open, 4(3), ooaa070.
  118. Chavez-Yenter D, Goodman MS, Chen Y, Chu X, Bradshaw RL, Lorenz Chambers R, Chan PA, Daly BM, Flynn M, Gammon A, Hess R, Kessler C, Kohlmann WK, Mann DM, Monahan R, Peel S, Kawamoto K, Del Fiol G, Sigireddi M, Buys SS, Ginsburg O, Kaphingst K (2022). Association of Disparities in Family History and Family Cancer History in the Electronic Health Record With Sex, Race, Hispanic or Latino Ethnicity, and Language Preference in 2 Large US Health Care Systems. JAMA network open, 5(10), e2234574.
  119. Gomez Lumbreras A, Reese TJ, Del Fiol G, Tan MS, Butler JM, Hurwitz JT, Brown M, Kawamoto K, Thiess H, Wright M, Malone D (2022). Shared Decision-Making for Drug-Drug Interactions: Formative Evaluation of an Anticoagulant Drug Interaction. JMIR formative research, 6(10), e40018.
  120. Fritz JM, Del Fiol G, Gibson B, Wetter DW, Solis V, Bennett E, Thackeray A, Goode A, Lundberg K, Romero A, Ford I, Stevens L, Siaperas T, Morales J, Yack M, Greene (2022). BeatPain Utah: study protocol for a pragmatic randomised trial examining telehealth strategies to provide non-pharmacologic pain care for persons with chronic low back pain receiving care in federally qualified health centers. BMJ open, 12(11), e067732.
  121. Lario R, Kawamoto K, Sottara D, Eilbeck K, Huff S, Del Fiol G, Soley R, Middleton (2022). A method for structuring complex clinical knowledge and its representational formalisms to support composite knowledge interoperability in healthcare. Journal of biomedical informatics, 137, 104251.
  122. Liebermann E, Taber P, Vega AS, Daly BM, Goodman MS, Bradshaw R, Chan PA, Chavez-Yenter D, Hess R, Kessler C, Kohlmann W, Low S, Monahan R, Kawamoto K, Del Fiol G, Buys SS, Sigireddi M, Ginsburg O, Kaphingst K (2022). Barriers to family history collection among Spanish-speaking primary care patients: a BRIDGE qualitative study. PEC innovation, 1,
  123. Benson R, Winterton C, Winn M, Krick B, Liu M, Abu-El-Rub N, Conway M, Del Fiol G, Gawron A, Hardikar (2023). Leveraging Natural Language Processing to Extract Features of Colorectal Polyps From Pathology Reports for Epidemiologic Study. JCO clinical cancer informatics, 7, e2200131.
  124. Schlechter CR, Reese TJ, Wirth J, Gibson B, Kawamoto K, Siaperas T, Pruhs A, Pariera Dinkins C, Zhang Y, Friedrichs M, George S, Lam CY, Pierce JH, Borsato EP, Cornia RC, Stevens L, Martinez A, Bradshaw RL, Kaphingst KA, Hess R, Del Fiol G, Wetter D (2023). Rapid-cycle designs to adapt interventions for COVID-19 in safety-net healthcare systems. Translational behavioral medicine, 13(6), 389-399.
  125. Kukhareva PV, Li H, Caverly TJ, Del Fiol G, Fagerlin A, Butler JM, Hess R, Zhang Y, Taft T, Flynn MC, Reddy C, Martin DK, Rodriguez-Loya S, Warner PB, Kawamoto (2023). Implementation of Lung Cancer Screening in Primary Care and Pulmonary Clinics: Pragmatic Clinical Trial of Electronic Health Record-Integrated Everyday Shared Decision Making Tool and Clinician-Facing Prompts. Chest, 164(5), 1325-1338.
  126. Boyd AD, Gonzalez-Guarda R, Lawrence K, Patil CL, Ezenwa MO, O'Brien EC, Paek H, Braciszewski JM, Adeyemi O, Cuthel AM, Darby JE, Zigler CK, Ho PM, Faurot KR, Staman K, Leigh JW, Dailey DL, Cheville A, Del Fiol G, Knisely MR, Marsolo K, Richesson RL, Schlaeger J (2023). Equity and bias in electronic health records data. Contemporary clinical trials, 107238.
  127. Boyd AD, Gonzalez-Guarda R, Lawrence K, Patil CL, Ezenwa MO, O'Brien EC, Paek H, Braciszewski JM, Adeyemi O, Cuthel AM, Darby JE, Zigler CK, Ho PM, Faurot KR, Staman KL, Leigh JW, Dailey DL, Cheville A, Del Fiol G, Knisely MR, Grudzen CR, Marsolo K, Richesson RL, Schlaeger J (2023). Potential bias and lack of generalizability in electronic health record data: reflections on health equity from the National Institutes of Health Pragmatic Trials Collaboratory. Journal of the American Medical Informatics Association,
  128. González-Castro L, Chávez M, Duflot P, Bleret V, Martin AG, Zobel M, Nateqi J, Lin S, Pazos-Arias JJ, Del Fiol G, López-Nores (2023). Machine Learning Algorithms to Predict Breast Cancer Recurrence Using Structured and Unstructured Sources from Electronic Health Records. Cancers, 15(10),
  129. Stump TK, Wetter DW, Kuzmenko T, Orleans B, Kolp L, Wirth J, Del Fiol G, Chipman J, Haaland B, Kaphingst KA, Hersh AL, Wu Y (2023). Preliminary Reach of an Information Technology Approach to Support COVID-19 Testing in Schools. Pediatrics, 152(Suppl 1),
  130. Wan YJ, Wright MC, McFarland MM, Dishman D, Nies MA, Rush A, Madaras-Kelly K, Jeppesen A, Del Fiol (2023). Information displays for automated surveillance algorithms of in-hospital patient deterioration: a scoping review. Journal of the American Medical Informatics Association,
  131. Bradshaw RL, Kawamoto K, Bather JR, Goodman MS, Kohlmann WK, Chavez-Yenter D, Volkmar M, Monahan R, Kaphingst KA, Del Fiol (2023). Enhanced Family History-Based Algorithms Increase the Identification of Individuals Meeting Criteria for Genetic Testing of Hereditary Cancer Syndromes but Would Not Reduce Disparities on Their Own. Journal of biomedical informatics, 149, 104568.
  132. Schlechter CR, Del Fiol G, Jones DR, Orleans B, Gibson B, Nahum-Shani I, Maxfield E, Locke A, Cornia R, Bradshaw R, Wirth J, Jaggers SJ, Lam CY, Wetter D (2023). Increasing the reach of evidence-based interventions for weight management and diabetes prevention among Medicaid patients: study protocol for a pilot Sequential Multiple Assignment Randomised Trial. BMJ open, 13(11), e075157.
  133. Zigler CK, Adeyemi O, Boyd AD, Braciszewski JM, Cheville A, Cuthel AM, Dailey DL, Del Fiol G, Ezenwa MO, Faurot KR, Justice M, Ho PM, Lawrence K, Marsolo K, Patil CL, Paek H, Richesson RL, Staman KL, Schlaeger JM, O'Brien E (2023). Collecting patient-reported outcome measures in the electronic health record: Lessons from the NIH pragmatic trials Collaboratory. Contemporary clinical trials, 107426.
  134. Fritz JM, Gibson B, Wetter DW, Del Fiol G, Solis V, Ford I, Lundberg K, Thackeray (2024). Use of implementation mapping in the planning of a hybrid type 1 pragmatic clinical trial: the BeatPain Utah study. Implementation science communications, 5(1), 3.
  135. Lario R, Soley R, White S, Butler J, Del Fiol G, Eilbeck K, Huff S, Kawamoto (2024). The Business Process Management for Healthcare (BPM+ Health) Consortium: motivation, methodology, and deliverables for enabling clinical knowledge interoperability (CKI). Journal of the American Medical Informatics Association, 31(4), 797-808.
  136. Del Fiol G, Orleans B, Kuzmenko TV, Chipman J, Greene T, Martinez A, Wirth J, Meads R, Kaphingst KK, Gibson B, Kawamoto K, King AJ, Siaperas T, Hughes S, Pruhs A, Pariera Dinkins C, Lam CY, Pierce JH, Benson R, Borsato EP, Cornia R, Stevens L, Bradshaw RL, Schlechter CR, Wetter D (2024). SCALE-UP II: protocol for a pragmatic randomised trial examining population health management interventions to increase the uptake of at-home COVID-19 testing in community health centres. BMJ open, 14(3), e081455.
  137. Stagg BC, Schlechter CR, Del Fiol (2024). The Digital Divide in Eye Health Care Delivery. JAMA ophthalmology,
  138. Johnson D, Del Fiol G, Kawamoto K, Romagnoli KM, Sanders N, Isaacson G, Jenkins E, Williams M (2024). Genetically guided precision medicine clinical decision support tools: a systematic review. Journal of the American Medical Informatics Association, 31(5), 1183-1194.
  139. Asare AO, Stagg BC, Sharareh N, Stipelman C, Del Fiol G, Smith J (2024). Vision Loss in Children from Immigrant and Nonimmigrant Households: Evidence from the National Survey of Children's Health 2018-2020. Journal of immigrant and minority health, 26(5), 813-822.
  140. Payne VL, Sattar U, Wright M, Hill E, Butler JM, Macpherson B, Jeppesen A, Del Fiol G, Madaras-Kelly (2024). Clinician perspectives on how situational context and augmented intelligence design features impact perceived usefulness of sepsis prediction scores embedded within a simulated electronic health record. Journal of the American Medical Informatics Association,
  141. Kukhareva PV, Li H, Caverly TJ, Fagerlin A, Del Fiol G, Hess R, Zhang Y, Butler JM, Schlechter C, Flynn MC, Reddy C, Choi J, Balbin C, Warner IA, Warner PB, Nanjo C, Kawamoto (2024). Lung Cancer Screening Before and After a Multifaceted Electronic Health Record Intervention: A Nonrandomized Controlled Trial. JAMA network open, 7(6), e2415383.
  142. Afiaz A, Ivanov AA, Chamberlin J, Hanauer D, Savonen CL, Goldman MJ, Morgan M, Reich M, Getka A, Holmes A, Pati S, Knight D, Boutros PC, Bakas S, Caporaso JG, Del Fiol G, Hochheiser H, Haas B, Schloss PD, Eddy JA, Albrecht J, Fedorov A, Waldron L, Hoffman AM, Bradshaw RL, Leek JT, Wright (2024). Best practices to evaluate the impact of biomedical research software-metric collection beyond citations. Bioinformatics (Oxford, England), 40(8),
  143. Cheville AL, Patil C, Boyd AD, Crofford L, Dailey D, de Martelly V, Del Fiol G, Ezenwa M, Faurot K, Knisely M, McLeod K, Morone N, O'Brien E, Gonzalez-Guarda R, Sluka K, Staman K, Thackeray A, Zigler C, Schlaeger (2024). Special Section on Patient-Reported Outcomes and Informatics: Collection of Patient-Reported Outcome Measures in Rural and Underserved Populations. Applied clinical informatics,
  144. Gomez F, Danos AM, Del Fiol G, Madabhushi A, Tiwari P, McMichael JF, Bakas S, Bian J, Davatzikos C, Fertig EJ, Kalpathy-Cramer J, Kenney J, Savova GK, Yetisgen M, Van Allen EM, Warner JL, Prior F, Griffith M, Griffith O (2024). A New Era of Data-Driven Cancer Research and Care: Opportunities and Challenges. Cancer discovery, 14(10), 1774-1778.
  145. Kaphingst KA, Kohlmann WK, Lorenz Chambers R, Bather JR, Goodman MS, Bradshaw RL, Chavez-Yenter D, Colonna SV, Espinel WF, Everett JN, Flynn M, Gammon A, Harris A, Hess R, Kaiser-Jackson L, Lee S, Monahan R, Schiffman JD, Volkmar M, Wetter DW, Zhong L, Mann DM, Ginsburg O, Sigireddi M, Kawamoto K, Del Fiol G, Buys S (2024). Uptake of Cancer Genetic Services for Chatbot vs Standard-of-Care Delivery Models: The BRIDGE Randomized Clinical Trial. JAMA network open, 7(9), e2432143.
  146. Coen E, Del Fiol G, Kaphingst KA, Borsato E, Shannon J, Smith HS, Masino A, Allen C (2024). Chatbot for the Return of Positive Genetic Screening Results for Hereditary Cancer Syndromes: a Prompt Engineering Study. Research square,
  147. Schlechter CR, Kuzmenko TV, Orleans B, Wirth J, Kaphingst KA, Gibson B, Kawamoto K, Siaperas T, Pruhs A, Dinkins CP, Greene T, Zhang Y, Chipman JJ, Friedrichs M, Lam CY, Pierce JH, Borsato EP, Cornia RC, Stevens L, Martinez A, Bradshaw RL, Hess R, Fiol GD, Wetter D (2024). Reach and Engagement With Population Health Management Interventions to Address COVID-19 Among Safety-Net Health Care Systems. American journal of public health, 114(11), 1207-1211.
  148. Harris A, Bather JR, Kawamoto K, Fiol GD, Bradshaw RL, Kaiser-Jackson L, Monahan R, Kohlmann W, Liu F, Ginsburg O, Goodman MS, Kaphingst K (2024). Determinants of Breast Cancer Screening Adherence During the COVID-19 Pandemic in a Cohort at Increased Inherited Cancer Risk in the United States. Cancer control, 31, 10732748241272727.
  149. Asare AO, Horns JJ, Stagg BC, Richards-Steed R, Young M, Watt MH, Stipelman C, Del Fiol G, Hartmann EE, Keenan HT, Asare EA, Smith J (2024). Vision screening for preschoolers with commercial insurance: impact of geography. Journal of AAPOS, 28(6), 104054.
  150. Del Fiol G, Madsen MJ, Bradshaw RL, Newman MG, Kaphingst KA, Tavtigian SV, Camp N (2024). Identification of Individuals With Hereditary Cancer Risk Through Multiple Data Sources: A Population-Based Method Using the GARDE Platform and The Utah Population Database. JCO clinical cancer informatics, 8, e2400142.
  151. Asare AO, Stagg BC, Stipelman C, Keenan HT, Watt M, Del Fiol G, Young MP, Smith J (2024). Access to vision care for children from immigrant and nonimmigrant households: evidence from the National Survey of Children's Health 2018-2019. Journal of AAPOS, 28(6), 104044.
  152. Kukhareva P, Balbin C, Stevens E, Mann D, Tiase V, Butler J, Del Fiol G, Caverly T, Kaphingst K, Schlechter CR, Fagerlin A, Li H, Zhang Y, Hess R, Flynn M, Reddy C, Warner P, Choi J, Martin D, Nanjo C, Metzger Q, Kawamoto (2024). The MyLungHealth study protocol: a pragmatic patient-randomised controlled trial to evaluate a patient-centred, electronic health record-integrated intervention to enhance lung cancer screening in primary care. BMJ open, 14(12), e087056.
  153. Afiaz A, Ivanov AA, Chamberlin J, Hanauer D, Savonen CL, Goldman MJ, Morgan M, Reich M, Getka A, Holmes A, Pati S, Knight D, Boutros PC, Bakas S, Caporaso JG, Del Fiol G, Hochheiser H, Haas B, Schloss PD, Eddy JA, Albrecht J, Fedorov A, Waldron L, Hoffman AM, Bradshaw RL, Leek JT, Wright (2023). Evaluation of software impact designed for biomedical research: Are we measuring what's meaningful?. ArXiv,
  154. Bather JR, Goodman MS, Harris A, Del Fiol G, Hess R, Wetter DW, Chavez-Yenter D, Zhong L, Kaiser-Jackson L, Chambers R, Bradshaw R, Kohlmann W, Colonna S, Espinel W, Monahan R, Buys SS, Ginsburg O, Kawamoto K, Kaphingst KA, BRIDGE research tea (2025). Social vulnerability and genetic service utilization among unaffected BRIDGE trial patients with inherited cancer susceptibility. BMC cancer, 25(1), 180.
  155. Kotter A, Abdelrahman S, Wan YJ, Madaras-Kelly K, Morgan KL, Kan CFK, Del Fiol (2025). Improved Interpretability Without Performance Reduction in a Sepsis Prediction Risk Score. Diagnostics (Basel, Switzerland), 15(3),
  156. Cook DA, Overgaard J, Pankratz VS, Del Fiol G, Aakre C (2025). Virtual patients using large language models: Scalable, contextualized simulation of clinician-patient dialog with feedback. Journal of medical Internet research,
  157. Colicchio TK, El Halta D, Del Fiol G, Kawamoto K, Strasberg HR, Cimino J (2025). Special issue on CDS failures: Challenges to reduce alert burden using current decision support infrastructure in two commercial EHR systems: lessons learned and path forward. Applied clinical informatics, 16(3), 575-582.
  158. Fritz JM, Gibson B, Wetter DW, Fiol GD, Solis VH, Ford I, Lundberg K, Thackeray (2023). Use of implementation mapping in the planning of a hybrid type 1 pragmatic clinical trial: the BeatPain Utah study. Research square,
  159. Butler JM, Doubleday A, Sattar U, Nies M, Jeppesen A, Wright M, Reese T, Kawamoto K, Fiol GD, Madaras-Kelly (2025). "Be Really Careful about That": Clinicians' Perceptions of an Intelligence Augmentation Tool for In-Hospital Deterioration Detection. Applied clinical informatics, 16(2), 377-392.
  160. Del Fiol G, Kuzmenko TV, Orleans B, Chipman J, Greene T, Meads R, Kaphingst KA, Gibson B, Kawamoto K, King AJ, Siaperas T, Hughes S, Pruhs A, Dinkins CP, Lam CY, Pierce JH, Benson R, Borsato EP, Cornia RC, Stevens L, Bradshaw RL, Schlechter CR, Wetter D (2025). Population-based Digital Health Interventions to Deliver At-Home COVID-19 Testing: The SCALE-UP II Randomized Clinical Trial. Journal of medical Internet research,
  161. Sanuade OA, Carroll AJ, Watson R, Ye J, Hill JL, Chipman J, Wilson FA, King AJ, Kho A, Del Fiol G, Davis P, Smith J (2025). Contextual factors and implementation strategies for a multi-level community-based sodium reduction intervention in Chicago's South Side: a qualitative study. The international journal of behavioral nutrition and physical activity, 22(1), 93.
  162. Zhong L, Bather JR, Goodman MS, Kaiser-Jackson L, Volkmar M, Bradshaw RL, Lorenz Chambers R, Chavez-Yenter D, Colonna SV, Maxwell W, Flynn M, Gammon A, Hess R, Mann DM, Monahan R, Yi Y, Sigireddi M, Wetter DW, Kawamoto K, Del Fiol G, Buys SS, Kaphingst K (2025). Importance of Prior Patient Interactions With the Healthcare System to Engaging With Pretest Cancer Genetic Services via Digital Health Tools Among Unaffected Primary Care Patients: Findings From the BRIDGE Trial. Health services research, e14652.
  163. Coen E, Del Fiol G, Kaphingst KA, Borsato E, Shannon J, Smith H, Masino A, Allen C (2025). Chatbot for the Return of Positive Genetic Screening Results for Hereditary Cancer Syndromes: Prompt Engineering Project. JMIR cancer, 11, e65848.
  164. Del Fiol G, Kuzmenko TV, Orleans B, Chipman JJ, Greene T, Meads R, Kaphingst KA, Gibson B, Kawamoto K, King AJ, Siaperas T, Hughes S, Pruhs A, Dinkins CP, Lam CY, Pierce JH, Benson R, Borsato EP, Cornia RC, Stevens L, Bradshaw RL, Schlechter CR, Wetter D (2025). Population-Based Digital Health Interventions to Deliver at-Home COVID-19 Testing: SCALE-UP II Randomized Clinical Trial. Journal of medical Internet research, 27, e74145.
  165. Wan YJ, Abdelrahman SE, Facelli JC, Madaras-Kelly K, Kawamoto K, Dishman D, Himes SR, Cato K, Rossetti SC, Fiol G (2025). 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. Journal of biomedical informatics, 169, 104887.
  166. Harris A, Bather JR, Bradshaw RL, Kawamoto K, Del Fiol G, Kohlmann WK, Chavez-Yenter D, Monahan R, Chambers RL, Sigireddi M, Goodman MS, Kaphingst K (2025). Incomplete Family History and Meeting Algorithmic Criteria for Genetic Evaluation of Hereditary Cancer. JAMA network open, 8(10), e2539870.
  167. Yi Y, Kaiser-Jackson L, Bather JR, Goodman MS, Chavez-Yenter D, Bradshaw RL, Chambers RL, Espinel WF, Hess R, Mann DM, Monahan R, Wetter DW, Ginsburg O, Sigireddi M, Kawamoto K, Del Fiol G, Buys SS, Kaphingst K (2025). Bridging Technology and Pretest Genetic Services: Quantitative Study of Chatbot Interaction Patterns, User Characteristics, and Genetic Testing Decisions. Journal of medical Internet research, 27, e73391.
  168. Manolio TA, Rider R, Bult CJ, Chisholm RL, Deverka PA, Ginsburg GS, Green ED, Jarvik GP, Mensah GA, Narula J, Ramos EM, Relling MV, Roden DM, Rowley R, Abul-Husn NS, Buchanan AH, Chute CG, Del Fiol G, Elhanan G, Haga SB, Hamid R, Horowitz CR, Hulick PJ, James CA, Jeff JM, Korf B, Landry L, McGraw D, McLeod HL, Mendelsohn NJ, Osterman T, Taylor CO, Pritchard D, Rehm HL, Tsosie KS, Vassy JL, Watson K, Wiley K Jr, Williams M (2025). Advancing the science of genomic learning healthcare systems. Learning health systems, 9(4), e70027.
  169. Wu YP, Chipman JJ, Kolp L, Stump TK, Kuzmenko TV, Del Fiol G, Haaland B, Kaphingst KA, Brooks R, Hersh AL, Brady HL, Lundberg KJ, Wan N, Carroll C, Orleans B, Wirth J, Wetter D (2025). Mobile Intervention for Increasing COVID-19 Testing in K-12 Schools Serving Disadvantaged Communities: Randomized Controlled Trial of SCALE-UP Counts. Journal of medical Internet research, 27, e79775.
  170. Tiase VL, Fritz JM, Ferraro J, Bayles G, Alsaleem A, Del Fiol G, Kawamoto K, Brodke D, Martin B, Altizer (2025). Advancing Digital Access to Physical Therapy via Virtual and Extended Reality Technology: Prototype Development and Usability Evaluation. JMIR formative research, 9, e73783.
  171. Del Fiol G, Borsato E, Bradshaw RL, Bian J, Woodbury A, Gauchel C, Eilbeck KL, Maxwell W, Ellis K, Madeo AC, Schlechter C, Kukhareva PV, Allen CG, Kean M, Elkin EB, Sharaf R, Ahsan MD, Frey M, Davis-Rivera L, Kohlmann WK, Wetter DW, Kaphingst KA, Kawamoto (2026). GARDE-Chat: a scalable, open-source platform for building and deploying health chatbots. Journal of the American Medical Informatics Association,
  172. Gomez-Lumbreras A, Tawfik AG, Del Fiol G, Kawamoto K, Reese T, Trinkley K, Jones A, Mitchell J, Malone D (2025). Risk of gastrointestinal bleeding by specific SSRIs and SNRIs: A systematic review and meta-analysis. British journal of clinical pharmacology,
  173. Kukhareva PV, Li H, Balbin C, Stevens ER, Mann DM, Butler JM, Caverly TJ, Del Fiol G, Kaphingst KA, Schlechter CR, Tiase VL, Fagerlin A, Zhang Y, Hess R, Flynn MC, Reddy C, Martin D, Warner PB, Nanjo C, Choi J, Ngo-Metzger Q, Kawamoto (2025). Enhancement of Patient-Centered Lung Cancer Screening: The MyLungHealth Randomized Clinical Trial. JAMA oncology, 12(2), 167-176.
  174. Dougherty M, Wu YP, Kolp L, Brady HL, Stump TK, Kuzmenko TV, Yoo M, Chipman J, Del Fiol G, Kaphingst KA, Hersh AL, Lundberg KJ, Orleans B, Wirth J, Wetter DW, Nelson R (2026). Cost-Effectiveness Analysis of a Text Message System for COVID-19 Testing for K-12 School Communities. Journal of the Pediatric Infectious Diseases Society, 15(1),
  175. Lukyanchikov N, Choi JS, Warner PB, Nanjo CJ, Del Fiol G, Mattingly TJ 2nd, Kawamoto (2026). Socioeconomic, demographic, and medication class determinants of medication adherence: A retrospective cohort study. Journal of managed care & specialty pharmacy, 32(2), 218-229.

Review

  1. Roberts MC, Holt KE, Del Fiol G, Baccarelli AA, Allen C (2024). Precision public health in the era of genomics and big data. Nature medicine,
  2. Pierce JH, Weir C, Taft T, Richards Ii W, McFarland MM, Kawamoto K, Del Fiol G, Butler J (2025). Shared Decision-Making Tools Implemented in the Electronic Health Record: Scoping Review. Journal of medical Internet research, 27, e59956.
  3. Tawfik AG, Gomez-Lumbreras A, Del Fiol G, Kawamoto K, Trinkley KE, Reese T, Jones A, Malone D (2025). Nonsteroidal Anti-Inflammatory Drugs and Risk of Gastrointestinal Bleeding: A Systematic Review and Meta-Analysis. Clinical pharmacology and therapeutics,

Book

  1. Robert A Greenes, Guilherme Del Fio (2023). Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare.

Conference Proceedings

  1. Segall N, Borbolla D, Del Fiol G, Waller R, Reese T, Nesbitt P, Wright M (2017). Trend Displays to Support Critical Care: a Systematic Review. 305-313.
  2. Del Fiol G, Kawamoto (2018). Scalable Clinical Decision Support for Individualized Cancer Risk Management. 24.
  3. Borbolla DA, Del Fiol G, Norlin C, Taft TE, Cornia R, Warner P, Iskander A, Kramer H, Weir C, Kawamoto K, Shields (2021). Design and Development of an Electronic Health Record Add-on App to Support the Care of Children and Youth with Special Health Care Needs. 147(3), 8-9.

Editorial

  1. Humphreys BL, Del Fiol G, Xu (2020). The UMLS knowledge sources at 30: indispensable to current research and applications in biomedical informatics. Journal of the American Medical Informatics Association, 27(10), 1499-1501.
  2. Kawamoto K, Finkelstein J, Del Fiol (2023). Implementing Machine Learning in the Electronic Health Record: Checklist of Essential Considerations. Mayo Clinic proceedings, 98(3), 366-369.

Other

  1. Shi J, Morgan KL, Bradshaw RL, Jung SH, Kohlmann W, Kaphingst KA, Kawamoto K, Fiol G (2022). Correction: Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach. JMIR medical informatics, 10(9), e42533.

Report

  1. Hall LK, Del Fiol G, Lenert (2014). Using Health Information Technology to Support Shared Decision Making.

News & Podcasts

Huntsman Cancer Institute News