Guilherme Del Fiol

Guilherme Del Fiol, MD, PhD, FACMI

Languages spoken: English, Portuguese, Italian

Academic Information

Departments Primary - Biomedical Informatics

Research Interests

  • Clinical Decision Support Systems
  • Knowledge Management, Clinical
  • Health Information Standards Development and Use
  • Controlled Standard Terminologies

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

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

Selected Publications

Journal Article

  1. Liao Y, Madeo A, Allen CG, Frey MK, Maxwell W, Schlechter C, Sharaf RN, Kawamoto K, Del Fiol G, Kaphingst KA (2026). The Impact of Chatbot Type and Normative Messaging on Chatbot Usage Intention Based on the Health Technology Acceptance Model: Randomized Controlled Trial. J Med Internet Res, 28, e97773.
  2. Butler JM, Jones M, Balbin C, Taber P, Del Fiol G, Dalrymple R, Kawamoto K (2026). Sociotechnical analysis of qualitative data using a large language model-assisted framework with performance compared to a human-only coded reference standard. JAMIA Open, 9(5), ooag091.
  3. Conte ML, Schlaeger JM, Del Fiol G, Campbell JR, Cheville AL, Marsolo K, Stephens KA, Ezenwa MO, Boyd AD, Darby JE, Matthie NS, Ho PM, Pressman A, Justice M, Geary CR, Faurot KR, Fist A, Staman K, Wu H, Richesson RL (2026). Computable phenotypes for research using real-world data: experiences from the NIH pragmatic trials collaboratory. JAMIA Open, 9(4), ooag158.
  4. Bather JR, Pagn JA, Lindenfeld Z, Fortuna KL, Del Fiol G, Goodman MS, Kaphingst KA (2026). Patient Viewing and Comprehension of Immediately Released Test Results. JAMA Netw Open, 9(8), e2630698.
  5. Lisi EC, Del Fiol G, Madeo AC, Wagner I, Kaphingst KA, Bradshaw RL, Borsato E, Kawamoto K, Sharaf R, Frey M, Schlechter C, Allen CG (2026). Using the CFIR 2.0 Framework to Assess the Implementation of GARDE: A Population Health Management Tool for Hereditary Cancer Risk. Res Sq.
  6. Norton K, Burns RD, Del Fiol G, Hill JL, Heelan K, Golden C, Mercado A, Estabrooks PA (2026). Comparing a Large Language Model to Human-Generated Retention Messages for a Family Healthy Weight Program. Am J Health Promot, 8901171261472636.
  7. King AJ, Banks A, Hernndez LH, Thompson SS, Stevens L, Potter LN, Kaphingst KA, Estabrooks PA, Del Fiol G, Wetter DW, Schlechter CR (2026). An Acceptance Criteria Framework for Determining the Implementation Fit of Custom Large Language Models in Public Health Interventions. J Med Internet Res, 28, e92356.
  8. Asare AO, Robles G, Hartmann EE, Stipelman C, Calder D, Omotowa O, Montgomery J, Baugh BT, Stagg B, Del Fiol G, Watt MH, Hribar MR, Smith JD (2026). Adherence to Red Reflex and Vision Screening Recommendations: A Deep Dive into Primary Care Implementation Gaps.
  9. Madeo AC, Marable J, Kukhareva P, Kohlmann WK, Bradshaw RL, Maxwell W, Martin C, Davis-Rivera L, Ahsan MD, Borsato EP, Elkin EB, Kaphingst KA, Frey MK, Sharaf RN, Kawamoto K, Fiol GD, Schlechter C, Allen CG (2026). An exploratory mixed-methods study using the ELICIT framework to identify stakeholder-informed implementation strategies for a population health platform. BMC Health Serv Res.
  10. Balbin CA, Stevens L, Dalrymple R, Tiase VL, Kaphingst KA, Stevens ER, Kukhareva PV, Caverly TJ, Del Fiol G, Mann D, Kwon J, Fagerlin A, Butler JM, Kawamoto K (2026). MyLungHealth, a Patient-Facing Education Tool for Lung Cancer Screening: Qualitative User-Centered Design Study. JMIR Form Res, 10, e83033.
  11. Wan YJ, Abdelrahman SE, Facelli JC, Madaras-Kelly K, Kawamoto K, Dishman D, Cato K, Rossetti SC, Del Fiol G (2026). Enhancing prediction of inpatient deterioration by combining clinical and nurse concern features, with or without temporal clustering. JAMIA Open, 9(3), ooag077.
  12. Tawfik AG, Gomez-Lumbreras A, Gilbert SJ, Hong H, Ye X, Patterson V, Del Fiol G, Malone DC, Witt DM (2026). Validity of ICD-10 codes for identifying gastrointestinal bleeding in anticoagulated patients: an encounter-level diagnostic accuracy study. J Thromb Thrombolysis.
  13. Madeo AC, Gauchel C, Borsato E, Gaviglio A, Kaphingst KA, Del Fiol G, Eilbeck K (2026). A Chatbot to Meet Parents' Information Needs for Sickle Cell Trait Newborn Screening Results: Multiple Methods Formative Study. J Med Internet Res, 28, e86022.
  14. Ahsan MD, Kaphingst KA, Kohlmann WK, Bradshaw RL, Allen CG, Schlechter C, Kukhareva P, Maxwell W, Martin C, Davis-Rivera L, Madeo AC, Borsato EP, Frey MK, Kawamoto K, Fiol GD, Elkin EB, Sharaf RN (2026). Economic Evaluation of GARDE: A Digital Health Platform for Population-Level Hereditary Cancer Risk Assessment. JCO Oncol Pract, OP2500708.
  15. Becker RA, Bonnet K, Shah MV, Dang E, Ancker JS, Malone DC, Trinkley KE, Gomez-Lumbreras A, Del Fiol G, Kawamoto K, Tawfik AG, Cornia R, Jones AE, Mitchell J, Reese TJ (2026). Barriers and facilitators to implementing a shared decision-making tool for anticoagulant-related drug-drug interactions: a qualitative study across three academic medical centres in the USA. BMJ Open, 16(3), e110074.
  16. Davis Rivera LB, Mitchell L, Ahsan MD, Chandler I, Epstein ES, Borsato EP, Allen C, Kaphingst KA, Bradshaw RL, Del Fiol G, Kawamoto K, Madeo AC, Sharaf RN, Frey MK (2026). Cascade Chatbot: A Scalable Approach to Family-Based Genetic Testing for Hereditary Cancer Syndromes. JCO Clin Cancer Inform, 10, e2500321.
  17. Lukyanchikov N, Choi JS, Warner PB, Nanjo CJ, Del Fiol G, Mattingly TJ 2nd, Kawamoto K (2026). Socioeconomic, demographic, and medication class determinants of medication adherence: A retrospective cohort study. J Manag Care Spec Pharm, 32(2), 218-229.
  18. 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 RE (2026). Cost-Effectiveness Analysis of a Text Message System for COVID-19 Testing for K-12 School Communities. J Pediatric Infect Dis Soc, 15(1).
  19. 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 K (2026). GARDE-Chat: a scalable, open-source platform for building and deploying health chatbots. J Am Med Inform Assoc, 33(3), 593-602.
  20. Pierce JH, Taber P, Stevens L, Rush A, Benson R, Staes C, King AJ, Schlechter CR, Kaphingst KA, Wetter DW, Del Fiol G (2026). Understanding capability, opportunity, and motivation for at-home COVID-19 testing in underserved populations during the pandemic. Transl Behav Med, 16(1).
  21. Guziak M, Chavez-Yenter D, Sears E, Gammon A, Lumpkins CY, Maxwell WF, Phillips L, Taber P, Del Fiol G, Kaphingst KA (2026). Views on a Chatbot for Cancer Family History Collection among Leaders of Hispanic and Pacific Islander Communities in Utah. Public Health Genomics, 29(1), 55-72.
  22. King AJ, Li I, Morales JP, Banks A, Wight E, Kaphingst KA, Lam CY, Taber PA, Borsato EP, Schlechter CR, Del Fiol G, Kawamoto K, Wetter DW (2026). Mixed-Method Formative Evaluation and Cultural Adaptation of Digital Health Communication Content and Delivery Promoting Lung Cancer Screening Shared Decision-Making. Cancer Control, 33, 10732748261456371.
  23. Gomez-Lumbreras A, Tawfik AG, Del Fiol G, Kawamoto K, Reese T, Trinkley K, Jones A, Mitchell J, Malone DC (2025). Risk of gastrointestinal bleeding by specific SSRIs and SNRIs: A systematic review and meta-analysis. Br J Clin Pharmacol.
  24. 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 K (2025). Enhancement of Patient-Centered Lung Cancer Screening: The MyLungHealth Randomized Clinical Trial. JAMA Oncol, 12(2), 167-176.
  25. Tiase VL, Fritz JM, Ferraro J, Bayles G, Alsaleem A, Del Fiol G, Kawamoto K, Brodke D, Martin B, Altizer R (2025). Advancing Digital Access to Physical Therapy via Virtual and Extended Reality Technology: Prototype Development and Usability Evaluation. JMIR Form Res, 9, e73783.
  26. 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 DW (2025). Mobile Intervention for Increasing COVID-19 Testing in K-12 Schools Serving Disadvantaged Communities: Randomized Controlled Trial of SCALE-UP Counts. J Med Internet Res, 27, e79775.
  27. 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 KA (2025). Incomplete Family History and Meeting Algorithmic Criteria for Genetic Evaluation of Hereditary Cancer. JAMA Netw Open, 8(10), e2539870.
  28. 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 KA (2025). Bridging Technology and Pretest Genetic Services: Quantitative Study of Chatbot Interaction Patterns, User Characteristics, and Genetic Testing Decisions. J Med Internet Res, 27, e73391.
  29. 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 DW (2025). Population-Based Digital Health Interventions to Deliver at-Home COVID-19 Testing: SCALE-UP II Randomized Clinical Trial. J Med Internet Res, 27, e74145.
  30. Wan YJ, Abdelrahman SE, Facelli JC, Madaras-Kelly K, Kawamoto K, Dishman D, Himes SR, Cato K, Rossetti SC, Fiol GD (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. J Biomed Inform, 169, 104887.
  31. 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 MS (2025). Advancing the science of genomic learning healthcare systems. Learn Health Syst, 9(4), e70027.
  32. Sanuade OA, Carroll AJ, Watson R, Ye J, Hill JL, Chipman J, Wilson FA, King AJ, Kho A, Del Fiol G, Davis P, Smith JD (2025). Contextual factors and implementation strategies for a multi-level community-based sodium reduction intervention in Chicago's South Side: a qualitative study. Int J Behav Nutr Phys Act, 22(1), 93.
  33. 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 KA (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 Serv Res, 61(2), e14652.
  34. Coen E, Del Fiol G, Kaphingst KA, Borsato E, Shannon J, Smith H, Masino A, Allen CG (2025). Chatbot for the Return of Positive Genetic Screening Results for Hereditary Cancer Syndromes: Prompt Engineering Project. JMIR Cancer, 11, e65848.
  35. 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 DW (2025). Population-based Digital Health Interventions to Deliver At-Home COVID-19 Testing: The SCALE-UP II Randomized Clinical Trial. J Med Internet Res.
  36. Butler JM, Doubleday A, Sattar U, Nies M, Jeppesen A, Wright M, Reese T, Kawamoto K, Fiol GD, Madaras-Kelly K (2025). "Be Really Careful about That": Clinicians' Perceptions of an Intelligence Augmentation Tool for In-Hospital Deterioration Detection. Appl Clin Inform, 16(2), 377-392.
  37. Colicchio TK, El Halta D, Del Fiol G, Kawamoto K, Strasberg HR, Cimino JJ (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. Appl Clin Inform, 16(3), 575-582.
  38. 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 team (2025). Social vulnerability and genetic service utilization among unaffected BRIDGE trial patients with inherited cancer susceptibility. BMC Cancer, 25(1), 180.
  39. Kotter A, Abdelrahman S, Wan YJ, Madaras-Kelly K, Morgan KL, Kan CFK, Del Fiol G (2025). Improved Interpretability Without Performance Reduction in a Sepsis Prediction Risk Score. Diagnostics (Basel), 15(3).
  40. Cook DA, Overgaard J, Pankratz VS, Del Fiol G, Aakre CA (2025). Virtual patients using large language models: Scalable, contextualized simulation of clinician-patient dialog with feedback. J Med Internet Res.
  41. 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 K (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.
  42. 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 JD (2024). Vision screening for preschoolers with commercial insurance: impact of geography. J AAPOS, 28(6), 104054.
  43. Asare AO, Stagg BC, Stipelman C, Keenan HT, Watt M, Del Fiol G, Young MP, Smith JD (2024). Access to vision care for children from immigrant and nonimmigrant households: evidence from the National Survey of Children's Health 2018-2019. J AAPOS, 28(6), 104044.
  44. 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, OBrien E, Gonzalez-Guarda R, Sluka K, Staman K, Thackeray A, Zigler C, Schlaeger J (2024). Special Section on Patient-Reported Outcomes and Informatics: Collection of Patient-Reported Outcome Measures in Rural and Underserved Populations. Appl Clin Inform.
  45. 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 DW (2024). Reach and Engagement With Population Health Management Interventions to Address COVID-19 Among Safety-Net Health Care Systems. Am J Public Health, 114(11), 1207-1211.
  46. Del Fiol G, Madsen MJ, Bradshaw RL, Newman MG, Kaphingst KA, Tavtigian SV, Camp NJ (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 Clin Cancer Inform, 8, e2400142.
  47. 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 OL (2024). A New Era of Data-Driven Cancer Research and Care: Opportunities and Challenges. Cancer Discov, 14(10), 1774-1778.
  48. 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 SS (2024). Uptake of Cancer Genetic Services for Chatbot vs Standard-of-Care Delivery Models: The BRIDGE Randomized Clinical Trial. JAMA Netw Open, 7(9), e2432143.
  49. Coen E, Del Fiol G, Kaphingst KA, Borsato E, Shannon J, Smith HS, Masino A, Allen CG (2024). Chatbot for the Return of Positive Genetic Screening Results for Hereditary Cancer Syndromes: a Prompt Engineering Study. Res Sq.
  50. 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 C (2023). Best practices to evaluate the impact of biomedical research software-metric collection beyond citations. Bioinformatics, 40(8).
  51. 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 K (2024). Lung Cancer Screening Before and After a Multifaceted Electronic Health Record Intervention: A Nonrandomized Controlled Trial. JAMA Netw Open, 7(6), e2415383.
  52. Payne VL, Sattar U, Wright M, Hill E, Butler JM, Macpherson B, Jeppesen A, Del Fiol G, Madaras-Kelly K (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. J Am Med Inform Assoc.
  53. Asare AO, Stagg BC, Sharareh N, Stipelman C, Del Fiol G, Smith JD (2024). Vision Loss in Children from Immigrant and Nonimmigrant Households: Evidence from the National Survey of Children's Health 2018-2020. J Immigr Minor Health, 26(5), 813-822.
  54. Stagg BC, Schlechter CR, Del Fiol G (2024). The Digital Divide in Eye Health Care Delivery. JAMA Ophthalmol.
  55. Johnson D, Del Fiol G, Kawamoto K, Romagnoli KM, Sanders N, Isaacson G, Jenkins E, Williams MS (2024). Genetically guided precision medicine clinical decision support tools: a systematic review. J Am Med Inform Assoc, 31(5), 1183-1194.
  56. 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 DW (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.
  57. Lario R, Soley R, White S, Butler J, Del Fiol G, Eilbeck K, Huff S, Kawamoto K (2024). The Business Process Management for Healthcare (BPM+ Health) Consortium: motivation, methodology, and deliverables for enabling clinical knowledge interoperability (CKI). J Am Med Inform Assoc, 31(4), 797-808.
  58. Fritz JM, Gibson B, Wetter DW, Del Fiol G, Solis V, Ford I, Lundberg K, Thackeray A (2024). Use of implementation mapping in the planning of a hybrid type 1 pragmatic clinical trial: the BeatPain Utah study. Implement Sci Commun, 5(1), 3.
  59. Harris A, Bather JR, Kawamoto K, Fiol GD, Bradshaw RL, Kaiser-Jackson L, Monahan R, Kohlmann W, Liu F, Ginsburg O, Goodman MS, Kaphingst KA (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.
  60. 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, OBrien EC (2023). Collecting patient-reported outcome measures in the electronic health record: Lessons from the NIH pragmatic trials Collaboratory. Contemp Clin Trials, 107426.
  61. Bradshaw RL, Kawamoto K, Bather JR, Goodman MS, Kohlmann WK, Chavez-Yenter D, Volkmar M, Monahan R, Kaphingst KA, Del Fiol G (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. J Biomed Inform, 149, 104568.
  62. 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 DW (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.
  63. Wan YJ, Wright MC, McFarland MM, Dishman D, Nies MA, Rush A, Madaras-Kelly K, Jeppesen A, Del Fiol G (2023). Information displays for automated surveillance algorithms of in-hospital patient deterioration: a scoping review. J Am Med Inform Assoc.
  64. Fritz JM, Gibson B, Wetter DW, Fiol GD, Solis VH, Ford I, Lundberg K, Thackeray A (2023). Use of implementation mapping in the planning of a hybrid type 1 pragmatic clinical trial: the BeatPain Utah study. Res Sq.
  65. Stump TK, Wetter DW, Kuzmenko T, Orleans B, Kolp L, Wirth J, Del Fiol G, Chipman J, Haaland B, Kaphingst KA, Hersh AL, Wu YP (2023). Preliminary Reach of an Information Technology Approach to Support COVID-19 Testing in Schools. Pediatrics, 152(Suppl 1).
  66. Boyd AD, Gonzalez-Guarda R, Lawrence K, Patil CL, Ezenwa MO, OBrien 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 JM (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. J Am Med Inform Assoc.
  67. 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 C (2023). Evaluation of software impact designed for biomedical research: Are we measuring what's meaningful? ArXiv.
  68. Boyd AD, Gonzalez-Guarda R, Lawrence K, Patil CL, Ezenwa MO, OBrien 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 JM (2023). Equity and bias in electronic health records data. Contemp Clin Trials, 107238.
  69. Gonzlez-Castro L, Chvez M, Duflot P, Bleret V, Martin AG, Zobel M, Nateqi J, Lin S, Pazos-Arias JJ, Del Fiol G, Lpez-Nores M (2023). Machine Learning Algorithms to Predict Breast Cancer Recurrence Using Structured and Unstructured Sources from Electronic Health Records. Cancers (Basel), 15(10).
  70. 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 K (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.
  71. 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 DW (2023). Rapid-cycle designs to adapt interventions for COVID-19 in safety-net healthcare systems. Transl Behav Med, 13(6), 389-399.
  72. Benson R, Winterton C, Winn M, Krick B, Liu M, Abu-El-Rub N, Conway M, Del Fiol G, Gawron A, Hardikar S (2023). Leveraging Natural Language Processing to Extract Features of Colorectal Polyps From Pathology Reports for Epidemiologic Study. JCO Clin Cancer Inform, 7, e2200131.
  73. 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 KA (2022). Barriers to family history collection among Spanish-speaking primary care patients: a BRIDGE qualitative study. PEC Innov, 1.
  74. Lario R, Kawamoto K, Sottara D, Eilbeck K, Huff S, Del Fiol G, Soley R, Middleton B (2022). A method for structuring complex clinical knowledge and its representational formalisms to support composite knowledge interoperability in healthcare. J Biomed Inform, 137, 104251.
  75. 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 T (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.
  76. Gomez Lumbreras A, Reese TJ, Del Fiol G, Tan MS, Butler JM, Hurwitz JT, Brown M, Kawamoto K, Thiess H, Wright M, Malone DC (2022). Shared Decision-Making for Drug-Drug Interactions: Formative Evaluation of an Anticoagulant Drug Interaction. JMIR Form Res, 6(10), e40018.
  77. 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 KA (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 Netw Open, 5(10), e2234574.
  78. Shi J, Morgan KL, Bradshaw RL, Jung SH, Kohlmann W, Kaphingst KA, Kawamoto K, Fiol GD (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 Med Inform, 10(8), e37842.
  79. 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-Cabn T, Manolio TA, Williams MS (2022). A research agenda to support the development and implementation of genomics-based clinical informatics tools and resources. J Am Med Inform Assoc, 29, 1342-1349.
  80. Thiess H, Del Fiol G, Malone DC, Cornia R, Sibilla M, Rhodes B, Boyce RD, Kawamoto K, Reese T (2022). Coordinated use of Health Level 7 standards to support clinical decision support: Case study with shared decision making and drug-drug interactions. Int J Med Inform, 162, 104749.
  81. 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 G (2022). GARDE: a standards-based clinical decision support platform for identifying population health management cohorts. J Am Med Inform Assoc, 29(5), 928-936.
  82. 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 K (2022). Inaccuracies in electronic health records smoking data and a potential approach to address resulting underestimation in determining lung cancer screening eligibility. J Am Med Inform Assoc, 29(5), 779-788.
  83. 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 K (2022). Evaluation in Life Cycle of Information Technology (ELICIT) Framework: Supporting the Innovation Life Cycle from Business Case Assessment to Summative Evaluation. J Biomed Inform, 127, 104014.
  84. Reese T, Wright A, Liu S, Boyce R, Romero A, Del Fiol G, Kawamoto K, Malone D (2022). Improving the specificity of drug-drug interaction alerts: Can it be done? Am J Health Syst Pharm, 79, 1086-1095.
  85. Wan YJ, Del Fiol G, McFarland MM, Wright MC (2022). User interface approaches implemented with automated patient deterioration surveillance tools: protocol for a scoping review. BMJ Open, 12(1), e055525.
  86. Liu S, Kawamoto K, Del Fiol G, Weir C, Malone DC, Reese TJ, Morgan K, ElHalta D, Abdelrahman S (2022). The potential for leveraging machine learning to filter medication alerts. J Am Med Inform Assoc, 29, 891-899.
  87. Gonzlez-Castro L, Cal-Gonzlez VM, Del Fiol G, Lpez-Nores M (2021). CASIDE: A data model for interoperable cancer survivorship information based on FHIR. J Biomed Inform, 124, 103953.
  88. Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Alterovitz G, Huff SM (2021). Interoperable genetic lab test reports: mapping key data elements to HL7 FHIR specifications and professional reporting guidelines. J Am Med Inform Assoc, 28(12), 2617-2625.
  89. 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, OBrien EC, Zigler CK, Lakin JR, Pressman AR, Braciszewski JM, Grudzen C, Fiol GD (2021). Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory. J Am Med Inform Assoc, 28(12), 2626-2640.
  90. 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 KA (2021). Patient Interactions With an Automated Conversational Agent Delivering Pretest Genetics Education: Descriptive Study. J Med Internet Res, 23(11), e29447.
  91. Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Huff SM (2021). A qualitative study of prevalent laboratory information systems and data communication patterns for genetic test reporting. Genet Med, 23(11), 2171-2177.
  92. Khalifa A, Mason CC, Garvin JH, Williams MS, Del Fiol G, Jackson BR, Bleyl SB, Huff SM (2021). A qualitative investigation of biomedical informatics interoperability standards for genetic test reporting: benefits, challenges, and motivations from the testing laboratory's perspective. Genet Med, 23(11), 2178-2185.
  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 D (2021). A Shared Decision-making Tool for Drug Interactions Between Warfarin and Nonsteroidal Anti-inflammatory Drugs: Design and Usability Study. JMIR Hum Factors, 8(4), e28618.
  94. 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 DW (2021). Application of community - engaged dissemination and implementation science to improve health equity. Prev Med Rep, 24, 101620.
  95. 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 DW (2021). Application of community - engaged dissemination and implementation science to improve health equity. Prev Med Rep, 24, 101620.
  96. Liu S, Reese TJ, Kawamoto K, Del Fiol G, Weir C (2021). A theory-based meta-regression of factors influencing clinical decision support adoption and implementation. J Am Med Inform Assoc, 28(11), 2514-2522.
  97. Karhade AV, Schwab JH, Del Fiol G, Kawamoto K (2020). SMART on FHIR in spine: integrating clinical prediction models into electronic health records for precision medicine at the point of care. Spine J, 21(10), 1649-1651.
  98. Reese TJ, Segall N, Del Fiol G, Tonna JE, Kawamoto K, Weir C, Wright MC (2020). Iterative heuristic design of temporal graphic displays with clinical domain experts. J Clin Monit Comput, 35(5), 1119-1131.
  99. Reese TJ, Schlechter CR, Kramer H, Kukhareva P, Weir CR, Del Fiol G, Caverly T, Hess R, Flynn MC, Taft T, Kawamoto K (2021). Implementing lung cancer screening in primary care: needs assessment and implementation strategy design. Transl Behav Med, 12, 187-197.
  100. Kepka D, Christini K, McGough E, Wagner A, Del Fiol G, Gibson B, Ayres S, Brandt HM, Mann S, Petrik AF, Coronado GD (2021). Successful Multi-Level HPV Vaccination Intervention at a Rural Healthcare Center in the Era of COVID-19. Front Digit Health, 3, 719138.
  101. Taber P, Staes CJ, Phengphoo S, Rocha E, Lam A, Del Fiol G, Maviglia SM, Rocha RA (2021). Developing a sampling method and preliminary taxonomy for classifying COVID-19 public health guidance for healthcare organizations and the general public. J Biomed Inform, 120, 103852.
  102. Taber P, Radloff C, Del Fiol G, Staes C, Kawamoto K (2021). New Standards for Clinical Decision Support: A Survey of The State of Implementation. Yearb Med Inform, 30(1), 159-171.
  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 G (2021). Establishing a multidisciplinary initiative for interoperable electronic health record innovations at an academic medical center. JAMIA Open, 4(3), ooab041.
  104. Strasberg HR, Rhodes B, Del Fiol G, Jenders RA, Haug PJ, Kawamoto K (2021). Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources. J Am Med Inform Assoc, 28(8), 1796-1806.
  105. Morid MA, Lau M, Del Fiol G (2021). Predictive analytics for step-up therapy: Supervised or semi-supervised learning? J Biomed Inform, 119, 103842.
  106. Douthit BJ, Staes CJ, Del Fiol G, Richesson RL (2021). A thematic analysis to examine the feasibility of EHR-based clinical decision support for implementing Choosing Wisely ® guidelines. JAMIA Open, 4(2), ooab031.
  107. 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 Serv Res, 21(1), 542.
  108. Douthit BJ, Del Fiol G, Staes CJ, Docherty SL, Richesson RL (2021). A Conceptual Framework of Data Readiness: The Contextual Intersection of Quality, Availability, Interoperability, and Provenance. Appl Clin Inform, 12(3), 675-685.
  109. Tiase VL, Wawrzynski SE, Sward KA, Del Fiol G, Staes C, Weir C, Cummins MR (2021). Provider Preferences for Patient-Generated Health Data Displays in Pediatric Asthma: A Participatory Design Approach. Appl Clin Inform, 12(3), 664-674.
  110. Weir CR, Taber P, Taft T, Reese TJ, Jones B, Del Fiol G (2020). Feeling and thinking: can theories of human motivation explain how EHR design impacts clinician burnout? J Am Med Inform Assoc, 28(5), 1042-1046.
  111. 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 D (2021). Workflow analysis for design of an electronic health record-based tobacco cessation intervention in community health centers. JAMIA Open.
  112. 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? Semin Spine Surg, 100870.
  113. Liu S, Reese TJ, Kawamoto K, Del Fiol G, Weir C (2021). A systematic review of theoretical constructs in CDS literature. BMC Med Inform Decis Mak, 21(1), 102.
  114. Rasmussen LV, Connolly JJ, Del Fiol G, Freimuth RR, Pet DB, Peterson JF, Shirts BH, Starren JB, Williams MS, Walton N, Taylor CO (2021). Infobuttons for Genomic Medicine: Requirements and Barriers. Appl Clin Inform, 12(2), 383-390.
  115. 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 DW (2021). Workflow analysis for design of an electronic health record-based tobacco cessation intervention in community health centers. JAMIA Open, 4(3), ooaa070.
  116. Tiase VL, Sward KA, Del Fiol G, Staes C, Weir C, Cummins MR (2021). Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs. JMIR Pediatr Parent, 4(1), e25413.
  117. Reese TJ, Schlechter CR, Potter LN, Kawamoto K, Del Fiol G, Lam CY, Wetter DW (2021). Evaluation of Revised US Preventive Services Task Force Lung Cancer Screening Guideline Among Women and Racial/Ethnic Minority Populations. JAMA Netw Open, 4(1), e2033769.
  118. Morid MA, Borjali A, Del Fiol G (2020). A scoping review of transfer learning research on medical image analysis using ImageNet. Comput Biol Med, 128, 104115.
  119. Tiase VL, Hull W, McFarland MM, Sward KA, Del Fiol G, Staes C, Weir C, Cummins MR (2020). Patient-generated health data and electronic health record integration: a scoping review. JAMIA Open, 3(4), 619-627.
  120. Taber P, Ghani P, Schiffman JD, Kohlmann W, Hess R, Chidambaram V, Kawamoto K, Waller RG, Borbolla D, Del Fiol G, Weir C (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.
  121. Reese TJ, Del Fiol G, Tonna JE, Kawamoto K, Segall N, Weir C, Macpherson BC, Kukhareva P, Wright MC (2020). Impact of integrated graphical display on expert and novice diagnostic performance in critical care. J Am Med Inform Assoc, 27(8), 1287-1292.
  122. Cummins MR, Del Fiol G, Crouch BI, Ranade-Kharkar P, Khalifa A, Iskander A, Mann D, Hoffman M, Thornton S, Allen TL, Bennett H (2019). Enabling health information exchange at a US Poison Control Center. J Am Med Inform Assoc, 27(7), 1000-1006.
  123. 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 M (2020). Near Real Time EHR Data Utilization in a Clinical Study. Stud Health Technol Inform, 270, 337-341.
  124. 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.
  125. 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 K (2020). Electronic Medical Record Search Engine (EMERSE): An Information Retrieval Tool for Supporting Cancer Research. JCO Clin Cancer Inform, 4, 454-463.
  126. Richesson RL, Staes CJ, Douthit BJ, Thoureen T, Hatch DJ, Kawamoto K, Del Fiol G (2019). Measuring implementation feasibility of clinical decision support alerts for clinical practice recommendations. J Am Med Inform Assoc, 27(4), 514-521.
  127. Morid MA, Sheng ORL, Del Fiol G, Facelli JC, Bray BE, Abdelrahman S (2020). Temporal Pattern Detection to Predict Adverse Events in Critical Care: Case Study With Acute Kidney Injury. JMIR Med Inform, 8(3), e14272.
  128. 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 DW (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. Implement Sci, 15(1), 9.
  129. Del Fiol G, Kohlmann W, Bradshaw RL, Weir CR, Flynn M, Hess R, Schiffman JD, Nanjo C, Kawamoto K (2020). Standards-Based Clinical Decision Support Platform to Manage Patients Who Meet Guideline-Based Criteria for Genetic Evaluation of Familial Cancer. JCO Clin Cancer Inform, 4, 1-9.
  130. Tiase VL, Hull W, McFarland MM, Sward KA, Del Fiol G, Staes C, Weir C, Cummins MR (2019). Patient-generated health data and electronic health record integration: protocol for a scoping review. BMJ Open, 9(12), e033073.
  131. Brooke BS, Beckstrom J, Slager SL, Weir CR, Del Fiol G (2019). Discordance in Information Exchange Between Providers During Care Transitions for Surgical Patients. J Surg Res, 244, 174-180.
  132. Colicchio TK, Del Fiol G, Cimino JJ (2019). Health information technology as a learning health system: Call for a national monitoring system. Learn Health Syst, 4(1), e10207.
  133. Kawamoto K, Kukhareva P, Shakib JH, Kramer H, Rodriguez S, Warner PB, Shields D, Weir C, Del Fiol G, Taft T, Stipelman CH (2019). Association of an Electronic Health Record Add-on App for Neonatal Bilirubin Management With Physician Efficiency and Care Quality. JAMA Netw Open, 2(11), e1915343.
  134. 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 G (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. Front Genet, 10, 1059.
  135. Aakre CA, Maggio LA, Fiol GD, Cook DA (2019). Barriers and facilitators to clinical information seeking: a systematic review. J Am Med Inform Assoc, 26(10), 1129-1140.
  136. Wright MC, Borbolla D, Waller RG, Del Fiol G, Reese T, Nesbitt P, Segall N (2019). Critical care information display approaches and design frameworks: A systematic review and meta-analysis. J Biomed Inform X, 3.
  137. Maggio LA, Aakre CA, Del Fiol G, Shellum J, Cook DA (2019). Impact of Clinicians' Use of Electronic Knowledge Resources on Clinical and Learning Outcomes: Systematic Review and Meta-Analysis. J Med Internet Res, 21(7), e13315.
  138. Colicchio TK, Cimino JJ, Del Fiol G (2019). Unintended Consequences of Nationwide Electronic Health Record Adoption: Challenges and Opportunities in the Post-Meaningful Use Era. J Med Internet Res, 21(6), e13313.
  139. Colicchio TK, Borbolla D, Colicchio VD, Scammon DL, Del Fiol G, Facelli JC, Bowes WA 3rd, Narus SP (2019). Looking Behind the Curtain: Identifying Factors Contributing to Changes on Care Outcomes During a Large Commercial EHR Implementation. EGEMS (Wash DC), 7(1), 21.
  140. Mowery DL, Kawamoto K, Bradshaw R, Kohlmann W, Schiffman JD, Weir C, Borbolla D, Chapman WW, Del Fiol G (2019). Determining Onset for Familial Breast and Colorectal Cancer from Family History Comments in the Electronic Health Record. AMIA Jt Summits Transl Sci Proc, 2019, 173-181.
  141. Waller RG, Wright MC, Segall N, Nesbitt P, Reese T, Borbolla D, Del Fiol G (2019). Novel displays of patient information in critical care settings: a systematic review. J Am Med Inform Assoc, 26(5), 479-489.
  142. Wright MC, Borbolla D, Waller RG, Del Fiol G, Reese T, Nesbitt P, Segall N (2019). Critical care information display approaches and design frameworks: A systematic review and meta-analysis. J Biomed Inform, 100S, 100041.
  143. Bian J, Abdelrahman S, Shi J, Del Fiol G (2019). Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features. J Biomed Inform, 89, 1-10.
  144. Scarton LA, Wang L, Kilicoglu H, Jahries M, Del Fiol G (2019). Expanding vocabularies for complementary and alternative medicine therapies. Int J Med Inform, 121, 64-74.
  145. 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 MB (2018). A Pragmatic Guide to Establishing Clinical Decision Support Governance and Addressing Decision Support Fatigue: a Case Study. AMIA Annu Symp Proc, 2018, 624-633.
  146. Reese TJ, Kawamoto K, Fiol GD, Drews F, Taft T, Kramer H, Weir C (2018). When an Alert is Not an Alert: A Pilot Study to Characterize Behavior and Cognition Associated with Medication Alerts. AMIA Annu Symp Proc, 2018, 1488-1497.
  147. Borbolla D, Taft T, Taber P, Weir CR, Norlin C, Kawamoto K, Fiol GD (2018). Understanding Primary Care Providers' Information Gathering Strategies in the Care of Children and Youth with Special Health Care Needs. AMIA Annu Symp Proc, 2018, 272-278.
  148. 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.
  149. Ranade-Kharkar P, Narus SP, Anderson GL, Conway T, Del Fiol G (2018). Data standards for interoperability of care team information to support care coordination of complex pediatric patients. J Biomed Inform, 85, 1-9.
  150. Reese T, Segall N, Nesbitt P, Del Fiol G, Waller R, Macpherson BC, Tonna JE, Wright MC (2018). Patient information organization in the intensive care setting: expert knowledge elicitation with card sorting methods. J Am Med Inform Assoc, 25(8), 1026-1035.
  151. Colicchio TK, Del Fiol G, Scammon DL, Facelli JC, Bowes WA 3rd, Narus SP (2018). Comprehensive methodology to monitor longitudinal change patterns during EHR implementations: a case study at a large health care delivery network. J Biomed Inform, 83, 40-53.
  152. Cummins MR, Ranade-Kharkar P, Johansen C, Bennett H, Gabriel S, Crouch BI, Del Fiol G, Hoffman M (2018). Simple Workflow Changes Enable Effective Patient Identity Matching in Poison Control. Appl Clin Inform, 9(3), 553-557.
  153. Bian J, Weir C, Unni P, Borbolla D, Reese T, Wan YJ, Del Fiol G (2018). Interactive Visual Displays for Interpreting the Results of Clinical Trials: Formative Evaluation With Case Vignettes. J Med Internet Res, 20(6), e10507.
  154. Del Fiol G, Michelson M, Iorio A, Cotoi C, Haynes RB (2018). A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study. J Med Internet Res, 20(6), e10281.
  155. Crump JK, Del Fiol G, Williams MS, Freimuth RR (2018). Prototype of a Standards-Based EHR and Genetic Test Reporting Tool Coupled with HL7-Compliant Infobuttons. AMIA Jt Summits Transl Sci Proc, 2017, 330-339.
  156. Colicchio TK, Fiol GD, Stoddard GJ, Narus SP (2017). Evaluation of a systematic methodology to detect in near real-time performance changes during electronic health record system implementations: a longitudinal study. AMIA Annu Symp Proc, 2017, 595-604.
  157. Ranade-Kharkar P, Norlin C, Del Fiol G (2017). Formative Evaluation of Care Nexus: a Tool for the Visualization and Management of Care Teams of Complex Pediatric Patients. AMIA Annu Symp Proc, 2017, 1458-1467.
  158. Scarton LA, Del Fiol G, Oakley-Girvan I, Gibson B, Logan R, Workman TE (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. J Med Libr Assoc, 106(1), 87-97.
  159. Teixeira M, Cook DA, Heale BSE, Del Fiol G (2017). Optimization of infobutton design and Implementation: A systematic review. J Biomed Inform, 74, 10-19.
  160. Ranade-Kharkar P, Weir C, Norlin C, Collins SA, Scarton LA, Baker GB, Borbolla D, Taliercio V, Del Fiol G (2017). Information needs of physicians, care coordinators, and families to support care coordination of children and youth with special health care needs (CYSHCN). J Am Med Inform Assoc, 24(5), 933-941.
  161. Colicchio TK, Del Fiol G, Scammon DL, Bowes WA 3rd, Facelli JC, Narus SP (2017). Development and classification of a robust inventory of near real-time outcome measurements for assessing information technology interventions in health care. J Biomed Inform, 73, 62-75.
  162. Bian J, Morid MA, Jonnalagadda S, Luo G, Del Fiol G (2017). Automatic identification of high impact articles in PubMed to support clinical decision making. J Biomed Inform, 73, 95-103.
  163. Heale BSE, Khalifa A, Stone BL, Nelson S, Del Fiol G (2017). Physicians' pharmacogenomics information needs and seeking behavior: a study with case vignettes. BMC Med Inform Decis Mak, 17(1), 113.
  164. Roosan D, Weir C, Samore M, Jones M, Rahman M, Stoddard GJ, Del Fiol G (2017). Identifying complexity in infectious diseases inpatient settings: An observation study. J Biomed Inform, 71S, S13-S21.
  165. Slager SL, Weir CR, Kim H, Mostafa J, Del Fiol G (2017). Physicians' perception of alternative displays of clinical research evidence for clinical decision support - A study with case vignettes. J Biomed Inform, 71S, S53-S59.
  166. Wang L, Haug PJ, Del Fiol G (2017). Using classification models for the generation of disease-specific medications from biomedical literature and clinical data repository. J Biomed Inform, 69, 259-266.
  167. Cook DA, Teixeira MT, Heale BS, Cimino JJ, Del Fiol G (2017). Context-sensitive decision support (infobuttons) in electronic health records: a systematic review. J Am Med Inform Assoc, 24(2), 460-468.
  168. Wang L, Del Fiol G, Bray BE, Haug PJ (2017). Generating disease-pertinent treatment vocabularies from MEDLINE citations. J Biomed Inform, 65, 46-57.
  169. Slager S, Beckstrom J, Weir C, Del Fiol G, Brooke BS (2017). Information Exchange Between Providers During Transitions of Surgical Care: Communication, Documentation and Sometimes Both. Stud Health Technol Inform, 234, 303-308.
  170. Morid MA, Fiszman M, Raja K, Jonnalagadda SR, Del Fiol G (2016). Classification of clinically useful sentences in clinical evidence resources. J Biomed Inform, 60, 14-22.
  171. Del Fiol G, Mostafa J, Pu D, Medlin R, Slager S, Jonnalagadda SR, Weir CR (2016). Formative evaluation of a patient-specific clinical knowledge summarization tool. Int J Med Inform, 86, 126-34.
  172. Del Fiol G, Crouch BI, Cummins MR (2015). Data standards to support health information exchange between poison control centers and emergency departments. J Am Med Inform Assoc, 22(3), 519-28.
  173. Mishra R, Bian J, Fiszman M, Weir CR, Jonnalagadda S, Mostafa J, Del Fiol G (2014). Text summarization in the biomedical domain: a systematic review of recent research. J Biomed Inform, 52, 457-67.
  174. Lenert L, Dunlea R, Del Fiol G, Hall LK (2014). A model to support shared decision making in electronic health records systems. Med Decis Making, 34(8), 987-95.
  175. Welch BM, Eilbeck K, Del Fiol G, Meyer LJ, Kawamoto K (2014). Technical desiderata for the integration of genomic data with clinical decision support. J Biomed Inform, 51, 3-7.
  176. Del Fiol G, Weber AI, Brunker CP, Weir CR (2014). Clinical questions raised by providers in the care of older adults: a prospective observational study. BMJ Open, 4(7), e005315.
  177. Del Fiol G, Workman TE, Gorman PN (2014). Clinical questions raised by clinicians at the point of care: a systematic review. JAMA Intern Med, 174(5), 710-8.
  178. Jonnalagadda SR, Del Fiol G, Medlin R, Weir C, Fiszman M, Mostafa J, Liu H (2013). Automatically extracting sentences from Medline citations to support clinicians' information needs. J Am Med Inform Assoc, 20(5), 995-1000.
  179. Strasberg HR, Del Fiol G, Cimino JJ (2013). Terminology challenges implementing the HL7 context-aware knowledge retrieval ('Infobutton') standard. J Am Med Inform Assoc, 20(2), 218-23.
  180. Del Fiol G, Curtis C, Cimino JJ, Iskander A, Kalluri AS, Jing X, Hulse NC, Long J, Overby CL, Schardt C, Douglas DM (2013). Disseminating context-specific access to online knowledge resources within electronic health record systems. Stud Health Technol Inform, 192, 672-6.
  181. Del Fiol G, Huser V, Strasberg HR, Maviglia SM, Curtis C, Cimino JJ (2012). Implementations of the HL7 Context-Aware Knowledge Retrieval ("Infobutton") Standard: challenges, strengths, limitations, and uptake. J Biomed Inform, 45(4), 726-35.
  182. Kawamoto K, Del Fiol G, Lobach DF, Jenders RA (2010). Standards for scalable clinical decision support: need, current and emerging standards, gaps, and proposal for progress. Open Med Inform J, 4, 235-44.
  183. Kawamoto K, Del Fiol G, Orton C, Lobach DF (2010). System-agnostic clinical decision support services: benefits and challenges for scalable decision support. Open Med Inform J, 4, 245-54.
  184. Del Fiol G, Haug PJ (2009). Classification models for the prediction of clinicians' information needs. J Biomed Inform, 42(1), 82-9.
  185. Del Fiol G, Haug PJ, Cimino JJ, Narus SP, Norlin C, Mitchell JA (2008). Effectiveness of topic-specific infobuttons: a randomized controlled trial. J Am Med Inform Assoc, 15(6), 752-9.
  186. Del Fiol G, Haug PJ (2008). Infobuttons and classification models: a method for the automatic selection of on-line information resources to fulfill clinicians' information needs. J Biomed Inform, 41(4), 655-66.
  187. Del Fiol G, Haug PJ (2007). Use of classification models based on usage data for the selection of infobutton resources. AMIA Annu Symp Proc, 171-5.
  188. Del Fiol G, Rocha RA, Clayton PD (2007). Infobuttons at Intermountain Healthcare: utilization and infrastructure. AMIA Annu Symp Proc, 180-4.
  189. Hulse NC, Rocha RA, Del Fiol G, Bradshaw RL, Hanna TP, Roemer LK (2005). KAT: a flexible XML-based knowledge authoring environment. J Am Med Inform Assoc, 12(4), 418-30.
  190. Del Fiol G, Rocha RA, Bradshaw RL, Hulse NC, Roemer LK (2005). An XML model that enables the development of complex order sets by clinical experts. IEEE Trans Inf Technol Biomed, 9(2), 216-28.
  191. Hulse NC, Del Fiol G, Rocha RA (2006). Development and validation of XML-based calculations within order sets. AMIA Annu Symp Proc, 360-4.
  192. Roemer LK, Richardson SJ, Rocha RA, Del Fiol G, Bradshaw RL (2004). Exploratory case method to determine the frequency of redundant orders within manually consolidated order lists. Int J Med Inform, 73(7-8), 639-45.
  193. Del Fiol G, Rocha RA, Washburn J, Rhodes J, Hulse N, Bradshaw RL, Roemer LK (2007). "On-demand" access to a multi-purpose collection of best practice standards. Conf Proc IEEE Eng Med Biol Soc, 2004, 3342-5.
  194. Hulse NC, Rocha RA, Del Fiol G, Bradshaw RL, Hanna TP, Roemer LK (2007). The knowledge authoring tool: an XML-based knowledge acquisition environment. Conf Proc IEEE Eng Med Biol Soc, 2004, 3350-3.

Review

  1. Tawfik AG, Gomez-Lumbreras A, Del Fiol G, Kawamoto K, Trinkley KE, Reese T, Jones A, Malone DC (2025). Nonsteroidal Anti-Inflammatory Drugs and Risk of Gastrointestinal Bleeding: A Systematic Review and Meta-Analysis. [Review]. Clin Pharmacol Ther.
  2. Pierce JH, Weir C, Taft T, Richards Ii W, McFarland MM, Kawamoto K, Del Fiol G, Butler JM (2025). Shared Decision-Making Tools Implemented in the Electronic Health Record: Scoping Review. [Review]. J Med Internet Res, 27, e59956.
  3. Roberts MC, Holt KE, Del Fiol G, Baccarelli AA, Allen CG (2024). Precision public health in the era of genomics and big data. [Review]. Nat Med.

Book

  1. Robert A Greenes, Guilherme Del Fiol (2023). Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare (3rd). Elsevier Science.

Conference Proceedings

  1. Borbolla DA, Del Fiol G, Norlin C, Taft TE, Cornia R, Warner P, Iskander A, Kramer H, Weir C, Kawamoto K, Shields D (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. Pediatrics, American Academy of Pediatrics, 147(3), 8-9.
  2. Del Fiol G, Kawamoto K (05/23/2018). Scalable Clinical Decision Support for Individualized Cancer Risk Management. ITCR 2018 Annual Meeting, Bethesda, MD, USA: National Cancer Institute, 24.
  3. Segall N, Borbolla D, Del Fiol G, Waller R, Reese T, Nesbitt P, Wright MC (08/23/2017). Trend Displays to Support Critical Care: a Systematic Review. In IEEE (Ed.), 2017 IEEE International Conference on Healthcare Informatics (ICHI), Park City, UT, USA, 305-313.

Editorial

  1. Kawamoto K, Finkelstein J, Del Fiol G (2023). Implementing Machine Learning in the Electronic Health Record: Checklist of Essential Considerations. Mayo Clin Proc, 98(3), 366-369.
  2. Humphreys BL, Del Fiol G, Xu H (2020). The UMLS knowledge sources at 30: indispensable to current research and applications in biomedical informatics. J Am Med Inform Assoc, 27(10), 1499-1501.

Other

  1. Shi J, Morgan KL, Bradshaw RL, Jung SH, Kohlmann W, Kaphingst KA, Kawamoto K, Fiol GD (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 Med Inform (10(9), pp. e42533). Canada.

Report

  1. Hall LK, Del Fiol G, Lenert L (09/18/2014). Using Health Information Technology to Support Shared Decision Making.. Washington, DC: Institute of Medicine.

News & Podcasts

Huntsman Cancer Institute News