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Scott L. DuVall, PhD

Languages spoken:

Academic Information

Departments: Internal Medicine - Research Associate Professor

Divisions: Epidemiology

Academic Office Information

scott.duvall@utah.edu

Research Interests

  • Clinical Natural Language Processing
  • Health Outcomes
  • Pharmacoepidemiology
  • Epidemiologic Studies
  • Clinical Research Informatics
  • Clinical Informatics
  • Imaging Informatics
  • Design and Conduct of Research Studies with Electronic Medical Record Data Using Advanced Analytics
  • Master Person Indices, Deduplication, and Record Linkage
  • PACS Systems and IHE and DICOM Standards in Medical Image Exchange and Analysis
  • Information Exchange and Transformation
  • Application Development and Web Programming

Dr. DuVall is the director of the Department of Veterans Affairs (VA) Informatics and Computing Infrastructure (VINCI) Health Services Research and Development resource center that provides a secure environment, analytic tools, and a nation-wide view of VA medical record data to more than 6,000 credentialed researchers. He leads the VA Office of Research and Development (ORD) priority of Putting VA Data to Work for Veterans and the ORD IT and Data Governance initiative. This work includes developing the strategic direction for IT and data efforts and establishing governance. Dr. DuVall's work also includes mapping data to national standards, collecting and linking other data sources to VA data, extracting clinical, social, and demographic elements from clinical notes using natural language processing, and developing tools to explore and visualize data. He also serves on the VA Office of Electronic Health Record Modernization clinical council for research and the National Science and Technology Council (NSTC) Artificial Intelligence Research and Development Interagency Working Group.

Dr. DuVall is an Associate Professor in the University of Utah School of Medicine Division of Epidemiology. He received a Bachelor of Science in Computer Science and a Doctor of Philosophy in Biomedical Informatics.

Education History

Doctoral Training University of Utah
Biomedical Informatics
Ph.D.
Undergraduate University of Utah
Computer Science
B.S.

Selected Publications

  1. Hung A, Candelieri D, Li Y, Alba P, Robison B, Agiri F, Perez C, Lee KM, Maxwell KN, Li W, Aggarwal H, Pridgen K, Reed SD, DuVall S, Wong YN, Lynch JA (2023). Tumor testing and treatment patterns in veterans with metastatic castration-resistant prostate cancer. Semin Oncol.
  2. Ostropolets A, Albogami Y, Conover M, Banda JM, Baumgartner WA, Blacketer C, Desai P, DuVall SL, Fortin S, Gilbert JP, Golozar A, Ide J, Kanter AS, Kern DM, Kim C, Lai LYH, Li C, Liu F, Lynch KE, Minty E, Neves MI, Ng DQ, Obene T, Pera V, Pratt N, Rao G, Rappoport N, Reinecke I, Saroufim P, Shoaibi A, Simon K, Suchard MA, Swerdel JN, Voss EA, Weaver J, Zhang L, Hripcsak G, Ryan PB (2023). Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study. J Am Med Inform Assoc.
  3. Pav V, Burns A, Colahan C, Robison B, Kean J, DuVall S (2022). Illustration of Continuous Enrollment and Beneficiary Categorization in DoD and VA Infrastructure for Clinical Intelligence. Mil Med.
  4. Bryant AK, Lee KM, Alba PR, Murphy JD, Martinez ME, Natarajan L, Green MD, Dess RT, Anglin-Foote TR, Robison B, DuVall SL, Lynch JA, Rose BS (2023). Association of Prostate-Specific Antigen Screening Rates With Subsequent Metastatic Prostate Cancer Incidence at US Veterans Health Administration Facilities. JAMA Oncol, 8(12), 1747-1755.
  5. Holder N, Batten AJ, Shiner B, Li Y, Madden E, Neylan TC, Seal KH, Patterson OV, DuVall SL, Maguen S (2022). Veterans receiving a second course of cognitive processing therapy or prolonged exposure therapy: is it better to switch or stay the same? Cogn Behav Ther, 51(6), 456-469.
  6. Aday AW, Duncan MS, Patterson OV, DuVall SL, Alba PR, Alcorn CW, Tindle HA, Creager MA, Bonaca MP, Damrauer SM, Wells QS, Behroozian A, Beckman JA, Freiberg MS (2022). Association of Sex and Race With Incident Peripheral Artery Disease Among Veterans With Normal Ankle-Brachial Indices. JAMA Netw Open, 5(11), e2240188.
  7. Nishimura A, Xie J, Kostka K, Duarte-Salles T, Fernndez Bertoln S, Aragn M, Blacketer C, Shoaibi A, DuVall SL, Lynch K, Matheny ME, Falconer T, Morales DR, Conover MM, Chan You S, Pratt N, Weaver J, Sena AG, Schuemie MJ, Reps J, Reich C, Rijnbeek PR, Ryan PB, Hripcsak G, Prieto-Alhambra D, Suchard MA (2022). International cohort study indicates no association between alpha-1 blockers and susceptibility to COVID-19 in benign prostatic hyperplasia patients. Front Pharmacol, 13, 945592.
  8. Lynch KE, Livingston NA, Gatsby E, Shipherd JC, DuVall SL, Williams EC (2022). Alcohol-attributable deaths and years of potential life lost due to alcohol among veterans: Overall and between persons with minoritized and non-minoritized sexual orientations. Drug Alcohol Depend, 237, 109534.
  9. Oslin DW, Lynch KG, Shih MC, Ingram EP, Wray LO, Chapman SR, Kranzler HR, Gelernter J, Pyne JM, Stone A, DuVall SL, Lehmann LS, Thase ME, PRIME Care Research Group, Aslam M, Batki SL, Bjork JM, Blow FC, Brenner LA, Chen P, Desai S, Dieperink EW, Fears SC, Fuller MA, Goodman CS, Graham DP, Haas GL, Hamner MB, Helstrom AW, Hurley RA, Icardi MS, Jurjus GJ, Kilbourne AM, Kreyenbuhl J, Lache DJ, Lieske SP, Lynch JA, Meyer LJ, Montalvo C, Muralidhar S, Ostacher MJ, Paschall GY, Pfeiffer PN, Prieto S, Przygodzki RM, Ranganathan M, Rodriguez-Suarez MM, Roggenkamp H, Schichman SA, Schneeweis JS, Simonetti JA, Steinhauer SR, Suppes T, Umbert MA, Vassy JL, Voora D, Wiechers IR, Wood AE (2022). Effect of Pharmacogenomic Testing for Drug-Gene Interactions on Medication Selection and Remission of Symptoms in Major Depressive Disorder: The PRIME Care Randomized Clinical Trial. JAMA, 328(2), 151-161.
  10. Weber GM, Hong C, Xia Z, Palmer NP, Avillach P, LYi S, Keller MS, Murphy SN, Gutirrez-Sacristn A, Bonzel CL, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Benoit V, Bourgeois FT, Chiovato L, Cho K, Dagliati A, DuVall SL, Barrio NG, Hanauer DA, Ho YL, Holmes JH, Issitt RW, Liu M, Luo Y, Lynch KE, Maidlow SE, Malovini A, Mandl KD, Mao C, Matheny ME, Moore JH, Morris JS, Morris M, Mowery DL, Ngiam KY, Patel LP, Pedrera-Jimenez M, Ramoni RB, Schriver ER, Schubert P, Balazote PS, Spiridou A, Tan ALM, Tan BWL, Tibollo V, Torti C, Trecarichi EM, Wang X, Consortium for Clinical Characterization of COVID-19 by EHR 4CE, Kohane IS, Cai T, Brat GA (2022). International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. NPJ Digit Med, 5(1), 74.
  11. Vujkovic M, Ramdas S, Lorenz KM, Guo X, Darlay R, Cordell HJ, He J, Gindin Y, Chung C, Myers RP, Schneider CV, Park J, Lee KM, Serper M, Carr RM, Kaplan DE, Haas ME, MacLean MT, Witschey WR, Zhu X, Tcheandjieu C, Kember RL, Kranzler HR, Verma A, Giri A, Klarin DM, Sun YV, Huang J, Huffman JE, Creasy KT, Hand NJ, Liu CT, Long MT, Yao J, Budoff M, Tan J, Li X, Lin HJ, Chen YI, Taylor KD, Chang RK, Krauss RM, Vilarinho S, Brancale J, Nielsen JB, Locke AE, Jones MB, Verweij N, Baras A, Reddy KR, Neuschwander-Tetri BA, Schwimmer JB, Sanyal AJ, Chalasani N, Ryan KA, Mitchell BD, Gill D, Wells AD, Manduchi E, Saiman Y, Mahmud N, Miller DR, Reaven PD, Phillips LS, Muralidhar S, DuVall SL, Lee JS, Assimes TL, Pyarajan S, Cho K, Edwards TL, Damrauer SM, Wilson PW, Gaziano JM, ODonnell CJ, Khera AV, Grant SFA, Brown CD, Tsao PS, Saleheen D, Lotta LA, Bastarache L, Anstee QM, Daly AK, Meigs JB, Rotter JI, Lynch JA, Regeneron Genetics Center, Geisinger-Regeneron DiscovEHR Collaboration, EPoS Consortium, VA Million Veteran Program, Rader DJ, Voight BF, Chang KM (2022). A multiancestry genome-wide association study of unexplained chronic ALT elevation as a proxy for nonalcoholic fatty liver disease with histological and radiological validation. Nat Genet, 54(6), 761-771.
  12. Lee KM, Heberer K, Gao A, Becker DJ, Loeb S, Makarov DV, Gulanski B, DuVall SL, Aslan M, Lee J, Shih MC, Lynch JA, Hauger RL, Rettig M (2022). A Population-Level Analysis of the Protective Effects of Androgen Deprivation Therapy Against COVID-19 Disease Incidence and Severity. Front Med (Lausanne), 9, 774773.
  13. Scheuner MT, Huynh AK, Chanfreau-Coffinier C, Lerner B, Gable AR, Lee M, Simon A, Coeshott R, Hamilton AB, Patterson OV, DuVall S, Russell MM (2022). Demographic Differences Among US Department of Veterans Affairs Patients Referred for Genetic Consultation to a Centralized VA Telehealth Program, VA Medical Centers, or the Community. JAMA Netw Open, 5(4), e226687.
  14. Moreno-Martos D, Verhamme K, Ostropolets A, Kostka K, Duarte-Sales T, Prieto-Alhambra D, Alshammari TM, Alghoul H, Ahmed WU, Blacketer C, DuVall S, Lai L, Matheny M, Nyberg F, Posada J, Rijnbeek P, Spotnitz M, Sena A, Shah N, Suchard M, Chan You S, Hripcsak G, Ryan P, Morales D (2022). Characteristics and outcomes of COVID-19 patients with COPD from the United States, South Korea, and Europe. Wellcome Open Res, 7, 22.
  15. Chanfreau-Coffinier C, Tuteja S, Hull LE, MacDonald S, Efimova O, Bates J, Voora D, Oslin DW, DuVall SL, Lynch JA (2022). Drug-drug-gene interaction risk among opioid users in the U.S. Department of Veterans Affairs. Pain.
  16. Kostka K, Duarte-Salles T, Prats-Uribe A, Sena AG, Pistillo A, Khalid S, Lai LYH, Golozar A, Alshammari TM, Dawoud DM, Nyberg F, Wilcox AB, Andryc A, Williams A, Ostropolets A, Areia C, Jung CY, Harle CA, Reich CG, Blacketer C, Morales DR, Dorr DA, Burn E, Roel E, Tan EH, Minty E, DeFalco F, de Maeztu G, Lipori G, Alghoul H, Zhu H, Thomas JA, Bian J, Park J, Martnez Roldn J, Posada JD, Banda JM, Horcajada JP, Kohler J, Shah K, Natarajan K, Lynch KE, Liu L, Schilling LM, Recalde M, Spotnitz M, Gong M, Matheny ME, Valveny N, Weiskopf NG, Shah N, Alser O, Casajust P, Park RW, Schuff R, Seager S, DuVall SL, You SC, Song S, Fernndez-Bertoln S, Fortin S, Magoc T, Falconer T, Subbian V, Huser V, Ahmed WU, Carter W, Guan Y, Galvan Y, He X, Rijnbeek PR, Hripcsak G, Ryan PB, Suchard MA, Prieto-Alhambra D (2022). Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS. Clin Epidemiol, 14, 369-384.
  17. Butler JM, Gibson B, Patterson OV, Damschroder LJ, Halls CH, Denhalter DW, Samore MH, Li H, Zhang Y, DuVall SL (2022). Clinician documentation of patient centered care in the electronic health record. BMC Med Inform Decis Mak, 22(1), 65.
  18. Eyre H, Chapman AB, Peterson KS, Shi J, Alba PR, Jones MM, Box TL, DuVall SL, Patterson OV (2022). Launching into clinical space with medspaCy: a new clinical text processing toolkit in Python. AMIA Annu Symp Proc, 2021, 438-447.
  19. Morales DR, Ostropolets A, Lai L, Sena A, Duvall S, Suchard M, Verhamme K, Rjinbeek P, Posada J, Ahmed W, Alshammary T, Alghoul H, Alser O, Areia C, Blacketer C, Burn E, Casajust P, You SC, Dawoud D, Golozar A, Gong M, Jonnagaddala J, Lynch K, Matheny M, Minty E, Nyberg F, Uribe A, Recalde M, Reich C, Scheumie M, Shah K, Shah N, Schilling L, Vizcaya D, Zhang L, Hripcsak G, Ryan P, Prieto-Alhambra D, Durate-Salles T, Kostka K (2022). Characteristics and outcomes of COVID-19 patients with and without asthma from the United States, South Korea, and Europe. J Asthma, 1-11.
  20. Lynch KE, Shipherd JC, Gatsby E, Viernes B, DuVall SL, Blosnich JR (2021). Sexual orientation-related disparities in health conditions that elevate COVID-19 severity. Ann Epidemiol, 66, 5-12.
  21. Livingston NA, Lynch KE, Hinds Z, Gatsby E, DuVall SL, Shipherd JC (2022). Identifying Posttraumatic Stress Disorder and Disparity Among Transgender Veterans Using Nationwide Veterans Health Administration Electronic Health Record Data. LGBT Health, 9(2), 94-102.
  22. Williams RD, Markus AF, Yang C, Duarte-Salles T, DuVall SL, Falconer T, Jonnagaddala J, Kim C, Rho Y, Williams AE, Machado AA, An MH, Aragn M, Areia C, Burn E, Choi YH, Drakos I, Abraho MTF, Fernndez-Bertoln S, Hripcsak G, Kaas-Hansen BS, Kandukuri PL, Kors JA, Kostka K, Liaw ST, Lynch KE, Machnicki G, Matheny ME, Morales D, Nyberg F, Park RW, Prats-Uribe A, Pratt N, Rao G, Reich CG, Rivera M, Seinen T, Shoaibi A, Spotnitz ME, Steyerberg EW, Suchard MA, You SC, Zhang L, Zhou L, Ryan PB, Prieto-Alhambra D, Reps JM, Rijnbeek PR (2022). Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network. BMC Med Res Methodol, 22(1), 35.
  23. Yamoah K, Lee KM, Awasthi S, Alba PR, Perez C, Anglin-Foote TR, Robison B, Gao A, DuVall SL, Katsoulakis E, Wong YN, Markt SC, Rose BS, Burri R, Wang C, Aboiralor O, Fink AK, Nickols NG, Lynch JA, Garraway IP (2022). Racial and Ethnic Disparities in Prostate Cancer Outcomes in the Veterans Affairs Health Care System. JAMA Netw Open, 5(1), e2144027.
  24. Reyes C, Pistillo A, Fernndez-Bertoln S, Recalde M, Roel E, Puente D, Sena AG, Blacketer C, Lai L, Alshammari TM, Ahmed WU, Alser O, Alghoul H, Areia C, Dawoud D, Prats-Uribe A, Valveny N, de Maeztu G, Sorl Red L, Martinez Roldan J, Lopez Montesinos I, Schilling LM, Golozar A, Reich C, Posada JD, Shah N, You SC, Lynch KE, DuVall SL, Matheny ME, Nyberg F, Ostropolets A, Hripcsak G, Rijnbeek PR, Suchard MA, Ryan P, Kostka K, Duarte-Salles T (2021). Characteristics and outcomes of patients with COVID-19 with and without prevalent hypertension: a multinational cohort study. BMJ Open, 11(12), e057632.
  25. Nestsiarovich A, Reps JM, Matheny ME, DuVall SL, Lynch KE, Beaton M, Jiang X, Spotnitz M, Pfohl SR, Shah NH, Torre CO, Reich CG, Lee DY, Son SJ, You SC, Park RW, Ryan PB, Lambert CG (2021). Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study. Transl Psychiatry, 11(1), 642.
  26. Lynch KE, Viernes B, Gatsby E, DuVall SL, Jones BE, Box TL, Kreisler C, Jones M (2021). Positive Predictive Value of COVID-19 ICD-10 Diagnosis Codes Across Calendar Time and Clinical Setting. Clin Epidemiol, 13, 1011-1018.
  27. Roel E, Pistillo A, Recalde M, Sena AG, Fernndez-Bertoln S, Aragn M, Puente D, Ahmed WU, Alghoul H, Alser O, Alshammari TM, Areia C, Blacketer C, Carter W, Casajust P, Culhane AC, Dawoud D, DeFalco F, DuVall SL, Falconer T, Golozar A, Gong M, Hester L, Hripcsak G, Tan EH, Jeon H, Jonnagaddala J, Lai LYH, Lynch KE, Matheny ME, Morales DR, Natarajan K, Nyberg F, Ostropolets A, Posada JD, Prats-Uribe A, Reich CG, Rivera DR, Schilling LM, Soerjomataram I, Shah K, Shah NH, Shen Y, Spotniz M, Subbian V, Suchard MA, Trama A, Zhang L, Zhang Y, Ryan PB, Prieto-Alhambra D, Kostka K, Duarte-Salles T (2021). Characteristics and Outcomes of Over 300,000 Patients with COVID-19 and History of Cancer in the United States and Spain. Cancer Epidemiol Biomarkers Prev, 30(10), 1884-1894.
  28. Shipherd JC, Lynch K, Gatsby E, Hinds Z, DuVall SL, Livingston NA (2021). Estimating prevalence of PTSD among veterans with minoritized sexual orientations using electronic health record data. J Consult Clin Psychol, 89(10), 856-868.
  29. Dhond R, Elbers D, Majahalme N, Dipietro S, Goryachev S, Acher R, Leatherman S, Anglin-Foote T, Liu Q, Su S, Seerapu R, Hall R, Ferguson R, Brophy MT, Ferraro J, DuVall SL, Do NV (2021). ProjectFlow: a configurable workflow management application for point of care research. JAMIA Open, 4(3), ooab074.
  30. Duarte-Salles T, Vizcaya D, Pistillo A, Casajust P, Sena AG, Lai LYH, Prats-Uribe A, Ahmed WU, Alshammari TM, Alghoul H, Alser O, Burn E, You SC, Areia C, Blacketer C, DuVall S, Falconer T, Fernandez-Bertolin S, Fortin S, Golozar A, Gong M, Tan EH, Huser V, Iveli P, Morales DR, Nyberg F, Posada JD, Recalde M, Roel E, Schilling LM, Shah NH, Shah K, Suchard MA, Zhang L, Zhang Y, Williams AE, Reich CG, Hripcsak G, Rijnbeek P, Ryan P, Kostka K, Prieto-Alhambra D (2021). Thirty-Day Outcomes of Children and Adolescents With COVID-19: An International Experience. Pediatrics, 148(3).
  31. Alba PR, Gao A, Lee KM, Anglin-Foote T, Robison B, Katsoulakis E, Rose BS, Efimova O, Ferraro JP, Patterson OV, Shelton JB, Duvall SL, Lynch JA (2021). Ascertainment of Veterans With Metastatic Prostate Cancer in Electronic Health Records: Demonstrating the Case for Natural Language Processing. JCO Clin Cancer Inform, 5, 1005-1014.
  32. Recalde M, Roel E, Pistillo A, Sena AG, Prats-Uribe A, Ahmed WU, Alghoul H, Alshammari TM, Alser O, Areia C, Burn E, Casajust P, Dawoud D, DuVall SL, Falconer T, Fernndez-Bertoln S, Golozar A, Gong M, Lai LYH, Lane JCE, Lynch KE, Matheny ME, Mehta PP, Morales DR, Natarjan K, Nyberg F, Posada JD, Reich CG, Rijnbeek PR, Schilling LM, Shah K, Shah NH, Subbian V, Zhang L, Zhu H, Ryan P, Prieto-Alhambra D, Kostka K, Duarte-Salles T (2021). Characteristics and outcomes of 627 044 COVID-19 patients living with and without obesity in the United States, Spain, and the United Kingdom. Int J Obes (Lond), 45, 2347-2357.
  33. Holder N, Holliday R, Khan AJ, Shiner B, Neylan TC, Madden E, Li Y, Patterson OV, DuVall SL, Maguen S (2021). Influence of suicidal ideation on mental health care following risk assessment among Iraq and Afghanistan war veterans with posttraumatic stress disorder. Gen Hosp Psychiatry, 71, 128-129.
  34. Duncan MS, Alcorn CW, Freiberg MS, So-Armah K, Patterson OV, DuVall SL, Crothers KA, Re VL 3rd, Butt AA, Lim JK, Kim JW, Tindle HA, Justice AC, Brittain EL (2021). Association between HIV and incident pulmonary hypertension in US Veterans: a retrospective cohort study. Lancet Healthy Longev, 2(7), e417-e425.
  35. Shiner B, Levis M, Dufort VM, Patterson OV, Watts BV, DuVall SL, Russ CJ, Maguen S (2021). Improvements to PTSD quality metrics with natural language processing. J Eval Clin Pract.
  36. Maguen S, Madden E, Holder N, Li Y, Seal KH, Neylan TC, Lujan C, Patterson OV, DuVall SL, Shiner B (2021). Effectiveness and comparative effectiveness of evidence-based psychotherapies for posttraumatic stress disorder in clinical practice. Psychol Med, 1-10.
  37. Song RJ, Ho YL, Schubert P, Park Y, Posner D, Lord EM, Costa L, Gerlovin H, Kurgansky KE, Anglin-Foote T, DuVall S, Huffman JE, Pyarajan S, Beckham JC, Chang KM, Liao KP, Djousse L, Gagnon DR, Whitbourne SB, Ramoni R, Muralidhar S, Tsao PS, ODonnell CJ, Gaziano JM, Casas JP, Cho K, VA Million Veteran Program COVID-19 Science Initiative (2021). Phenome-wide association of 1809 phenotypes and COVID-19 disease progression in the Veterans Health Administration Million Veteran Program. PLoS One, 16(5), e0251651.
  38. Reps JM, Kim C, Williams RD, Markus AF, Yang C, Duarte-Salles T, Falconer T, Jonnagaddala J, Williams A, Fernndez-Bertoln S, DuVall SL, Kostka K, Rao G, Shoaibi A, Ostropolets A, Spotnitz ME, Zhang L, Casajust P, Steyerberg EW, Nyberg F, Kaas-Hansen BS, Choi YH, Morales D, Liaw ST, Abraho MTF, Areia C, Matheny ME, Lynch KE, Aragn M, Park RW, Hripcsak G, Reich CG, Suchard MA, You SC, Ryan PB, Prieto-Alhambra D, Rijnbeek PR (2021). Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study. JMIR Med Inform, 9(4), e21547.
  39. Lynch KE, Viernes B, Schliep KC, Gatsby E, Alba PR, DuVall SL, Blosnich JR (2021). Variation in Sexual Orientation Documentation in a National Electronic Health Record System. LGBT Health, 8(3), 201-208.
  40. Gaziano L, Giambartolomei C, Pereira AC, Gaulton A, Posner DC, Swanson SA, Ho YL, Iyengar SK, Kosik NM, Vujkovic M, Gagnon DR, Bento AP, Barrio-Hernandez I, Rnnblom L, Hagberg N, Lundtoft C, Langenberg C, Pietzner M, Valentine D, Gustincich S, Tartaglia GG, Allara E, Surendran P, Burgess S, Zhao JH, Peters JE, Prins BP, Angelantonio ED, Devineni P, Shi Y, Lynch KE, DuVall SL, Garcon H, Thomann LO, Zhou JJ, Gorman BR, Huffman JE, ODonnell CJ, Tsao PS, Beckham JC, Pyarajan S, Muralidhar S, Huang GD, Ramoni R, Beltrao P, Danesh J, Hung AM, Chang KM, Sun YV, Joseph J, Leach AR, Edwards TL, Cho K, Gaziano JM, Butterworth AS, Casas JP, VA Million Veteran Program COVID-19 Science Initiative (2021). Actionable druggable genome-wide Mendelian randomization identifies repurposing opportunities for COVID-19. Nat Med, 27(4), 668-676.
  41. Nishimura A, Xie J, Kostka K, Duarte-Salles T, Fernndez Bertoln S, Aragn M, Blacketer C, Shoaibi A, DuVall SL, Lynch K, Matheny ME, Falconer T, Morales DR, Conover MM, You SC, Pratt N, Weaver J, Sena AG, Schuemie MJ, Reps J, Reich C, Rijnbeek PR, Ryan PB, Hripcsak G, Prieto-Alhambra D, Suchard MA (2021). Alpha-1 blockers and susceptibility to COVID-19 in benign prostate hyperplasia patients : an international cohort study. medRxiv. United States.
  42. Tan EH, Sena AG, Prats-Uribe A, You SC, Ahmed WU, Kostka K, Reich C, Duvall SL, Lynch KE, Matheny ME, Duarte-Salles T, Bertolin SF, Hripcsak G, Natarajan K, Falconer T, Spotnitz M, Ostropolets A, Blacketer C, Alshammari TM, Alghoul H, Alser O, Lane JCE, Dawoud DM, Shah K, Yang Y, Zhang L, Areia C, Golozar A, Recalde M, Casajust P, Jonnagaddala J, Subbian V, Vizcaya D, Lai LYH, Nyberg F, Morales DR, Posada JD, Shah NH, Gong M, Vivekanantham A, Abend A, Minty EP, Suchard M, Rijnbeek P, Ryan PB, Prieto-Alhambra D (2021). COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries. Rheumatology (Oxford), 60, SI37-SI50.
  43. Prieto-Alhambra D, Kostka K, Duarte-Salles T, Prats-Uribe A, Sena A, Pistillo A, Khalid S, Lai L, Golozar A, Alshammari TM, Dawoud D, Nyberg F, Wilcox A, Andryc A, Williams A, Ostropolets A, Areia C, Jung CY, Harle C, Reich C, Blacketer C, Morales D, Dorr DA, Burn E, Roel E, Tan EH, Minty E, DeFalco F, de Maeztu G, Lipori G, Alghoul H, Zhu H, Thomas J, Bian J, Park J, Roldn JM, Posada J, Banda JM, Horcajada JP, Kohler J, Shah K, Natarajan K, Lynch K, Liu L, Schilling L, Recalde M, Spotnitz M, Gong M, Matheny M, Valveny N, Weiskopf N, Shah N, Alser O, Casajust P, Park RW, Schuff R, Seager S, DuVall S, You SC, Song S, Fernndez-Bertoln S, Fortin S, Magoc T, Falconer T, Subbian V, Huser V, Ahmed WU, Carter W, Guan Y, Galvan Y, He X, Rijnbeek P, Hripcsak G, Ryan P, Suchard M (2021). Unraveling COVID-19: a large-scale characterization of 4.5 million COVID-19 cases using CHARYBDIS. Res Sq.
  44. Burn E, Sena AG, Prats-Uribe A, Spotnitz M, DuVall S, Lynch KE, Matheny ME, Nyberg F, Ahmed WU, Alser O, Alghoul H, Alshammari T, Zhang L, Casajust P, Areia C, Shah K, Reich C, Blacketer C, Andryc A, Fortin S, Natarajan K, Gong M, Golozar A, Morales D, Rijnbeek P, Subbian V, Roel E, Recalde M, Lane JCE, Vizcaya D, Posada JD, Shah NH, Jonnagaddala J, Lai LYH, Avils-Jurado FX, Hripcsak G, Suchard MA, Ranzani OT, Ryan P, Prieto-Alhambra D, Kostka K, Duarte-Salles T (2021). Use of dialysis, tracheostomy, and extracorporeal membrane oxygenation among 842,928 patients hospitalized with COVID-19 in the United States. medRxiv. United States.
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  90. Maguen S, Madden E, Patterson OV, DuVall SL, Goldstein LA, Burkman K, Shiner B (2018). Measuring Use of Evidence Based Psychotherapy for Posttraumatic Stress Disorder in a Large National Healthcare System. Adm Policy Ment Health, 45(4), 519-529.
  91. Jones MM, Winthrop KL, Nelson SD, Duvall SL, Patterson OV, Nechodom KE, Findley KE, Radonovich LJ Jr, Samore MH, Fennelly KP (2018). Epidemiology of nontuberculous mycobacterial infections in the U.S. Veterans Health Administration. PLoS One, 13(6), e0197976.
  92. Johnson SB, Adekkanattu P, Campion TR Jr, Flory J, Pathak J, Patterson OV, DuVall SL, Major V, Aphinyanaphongs Y (2018). From Sour Grapes to Low-Hanging Fruit: A Case Study Demonstrating a Practical Strategy for Natural Language Processing Portability. AMIA Jt Summits Transl Sci Proc, 2017, 104-112.
  93. Widanagamaachchi W, Livnat Y, Bremer PT, Duvall S, Pascucci V (2018). Interactive Visualization and Exploration of Patient Progression in a Hospital Setting. AMIA Annu Symp Proc, 2017, 1773-1782.
  94. Gupta S, Liu L, Patterson OV, Earles A, Bustamante R, Gawron AJ, Thompson WK, Scuba W, Denhalter D, Martinez ME, Messer K, Fisher DA, Saini SD, DuVall SL, Chapman WW, Whooley MA, Kaltenbach T (2018). A Framework for Leveraging "Big Data" to Advance Epidemiology and Improve Quality: Design of the VA Colonoscopy Collaborative. EGEMS (Wash DC), 6(1), 4.
  95. Brittain EL, Duncan MS, Chang J, Patterson OV, DuVall SL, Brandt CA, So-Armah KA, Goetz M, Akgun K, Crothers K, Zola C, Kim J, Gibert C, Pisani M, Morris A, Hsue P, Tindle HA, Justice A, Freiberg M (2017). Increased Echocardiographic Pulmonary Pressure in HIV-infected and -uninfected Individuals in the Veterans Aging Cohort Study. Am J Respir Crit Care Med, 197(7), 923-932.
  96. Hull LE, Lynch JA, Berse BB, DuVall SL, Chun DS, Venne VL, Efimova OV, Icardi MS, Kelley MJ (2017). Clinical Impact of 21-Gene Recurrence Score Test Within the Veterans Health Administration: Utilization and Receipt of Guideline-Concordant Care. Clin Breast Cancer, 18(2), 135-143.
  97. Lynch KE, Whitcomb BW, DuVall SL (2018). How Confounder Strength Can Affect Allocation of Resources in Electronic Health Records. Perspect Health Inf Manag, 15(Winter), 1d.
  98. Nguyen XT, Quaden RM, Song RJ, Ho YL, Honerlaw J, Whitbourne S, DuVall SL, Deen J, Pyarajan S, Moser J, Huang GD, Muralidhar S, Concato J, Tsao PS, ODonnell CJ, Wilson PWF, Djousse L, Gagnon DR, Gaziano JM, Cho K (2020). Baseline Characterization and Annual Trends of Body Mass Index for a Mega-Biobank Cohort of US Veterans 2011-2017. J Health Res Rev Dev Ctries, 5(2), 98-107.
  99. Schroeck FR, Patterson OV, Alba PR, Pattison EA, Seigne JD, DuVall SL, Robertson DJ, Sirovich B, Goodney PP (2017). Development of a Natural Language Processing Engine to Generate Bladder Cancer Pathology Data for Health Services Research. Urology, 110, 84-91.
  100. Lynch JA, Berse B, Chun D, Rivera D, Filipski KK, Kulich S, Viernes B, DuVall SL, Kelley MJ (2017). Epidermal Growth Factor Receptor Mutational Testing and Erlotinib Treatment Among Veterans Diagnosed With Lung Cancer in the United States Department of Veterans Affairs. Clin Lung Cancer, 18(4), 401-409.
  101. Freiberg MS, Chang CH, Skanderson M, Patterson OV, DuVall SL, Brandt CA, So-Armah KA, Vasan RS, Oursler KA, Gottdiener J, Gottlieb S, Leaf D, Rodriguez-Barradas M, Tracy RP, Gibert CL, Rimland D, Bedimo RJ, Brown ST, Goetz MB, Warner A, Crothers K, Tindle HA, Alcorn C, Bachmann JM, Justice AC, Butt AA (2017). Association Between HIV Infection and the Risk of Heart Failure With Reduced Ejection Fraction and Preserved Ejection Fraction in the Antiretroviral Therapy Era: Results From the Veterans Aging Cohort Study. JAMA Cardiol, 2(5), 536-546.
  102. Chun DS, Berse B, Venne VL, DuVall SL, Filipski KK, Kelley MJ, Meyer LJ, Icardi MS, Lynch JA (2017). BRCA testing within the Department of Veterans Affairs: concordance with clinical practice guidelines. Fam Cancer, 16(1), 41-49.
  103. Beddhu S, Filipowicz R, Wang B, Wei G, Chen X, Roy AC, DuVall SL, Farrukh H, Habib AN, Bjordahl T, Simmons DL, Munger M, Stoddard G, Kohan DE, Greene T, Huang Y (2016). A Randomized Controlled Trial of the Effects of Febuxostat Therapy on Adipokines and Markers of Kidney Fibrosis in Asymptomatic Hyperuricemic Patients With Diabetic Nephropathy. Can J Kidney Health Dis, 3, 2054358116675343.
  104. Nelson RE, Butler J, LaFleur J, Knippenberg K, C Kamauu AW, DuVall SL (2016). Determining Multiple Sclerosis Phenotype from Electronic Medical Records. J Manag Care Spec Pharm, 22(12), 1377-1382.
  105. Schroeck FR, Pattison EA, Denhalter DW, Patterson OV, DuVall SL, Seigne JD, Robertson DJ, Sirovich B, Goodney PP (2016). Early Stage Bladder Cancer: Do Pathology Reports Tell Us What We Need to Know? Urology, 98, 58-63.
  106. Widanagamaachchi WN, Livnat Y, Bremer PT, DuVall SL, Pascucci V (11/12/2016). Interactive Visualization and Exploration of Patient Progression in a Hospital Setting. Proceedings of the 2016 Workshop on Visual Analytics in Healthcare, Chicago, IL;.
  107. Lynch J, DuVall SL, Berse B, Whatley A, St Pierre C, Oloruntoba O, Hunt CM (2016). Implementation of Pharmacogenetic Testing Within the Veterans Health Administration From 2011 to 2013. Mil Med, 181(10), 1375-1381.
  108. Divita G, Carter ME, Tran LT, Redd D, Zeng QT, Duvall S, Samore MH, Gundlapalli AV (2016). v3NLP Framework: Tools to Build Applications for Extracting Concepts from Clinical Text. EGEMS (Wash DC), 4(3), 1228.
  109. Xie Y, LaFleur J, Kamauu A, Knippenberg K, DuVall SL, Haselkorn J, Nelson RE (08/01/2016). Rates of Early Treatment for US Veterans With Multiple Sclerosis. J Pharm Technol, 3(4), 143-9.
  110. Cannon GW, DuVall SL, Haroldsen CL, Caplan L, Curtis JR, Michaud K, Mikuls TR, Reimold A, Collier DH, Joseph GJ, Harrison DJ, Sauer BC (2016). Clinical Outcomes and Biologic Costs of Switching Between Tumor Necrosis Factor Inhibitors in US Veterans with Rheumatoid Arthritis. Adv Ther, 33(8), 1347-59.
  111. Bellows BK, DuVall SL, Kamauu AW, Supina D, Pawaskar M, Babcock T, LaFleur J (2016). Characteristics and use of treatment modalities of patients with binge-eating disorder in the Department of Veterans Affairs. Eat Behav, 21, 161-7.
  112. Navarro-Milln I, Yang S, DuVall SL, Chen L, Baddley J, Cannon GW, Delzell ES, Zhang J, Safford MM, Patkar NM, Mikuls TR, Singh JA, Curtis JR (2016). Association of hyperlipidaemia, inflammation and serological status and coronary heart disease among patients with rheumatoid arthritis: data from the National Veterans Health Administration. Ann Rheum Dis, 75(2), 341-7.
  113. Bellows BK, DuVall SL, Kamauu AW, Supina D, Babcock T, LaFleur J (2015). Healthcare costs and resource utilization of patients with binge-eating disorder and eating disorder not otherwise specified in the Department of Veterans Affairs. Int J Eat Disord, 48(8), 1082-91.
  114. LaFleur J, Hoop R, Korner E, DuVall S, Morgan T, Pandya P, Han J, Knippenberg K, Nelson RE (2015). Predictors of Early Discontinuation of Pegylated Interferon for Reasons Other Than Lack of Efficacy in United States Veterans With Chronic Hepatitis C. Gastroenterol Nurs, 38(6), 417-28.
  115. LaFleur J, DuVall SL, Willson T, Ginter T, Patterson O, Cheng Y, Knippenberg K, Haroldsen C, Adler RA, Curtis JR, Agodoa I, Nelson RE (2015). Analysis of osteoporosis treatment patterns with bisphosphonates and outcomes among postmenopausal veterans. Bone, 78, 174-85.
  116. Nelson RE, Xie Y, DuVall SL, Butler J, Kamauu AW, Knippenberg K, Schuerch M, Foskett N, LaFleur J (2015). Multiple Sclerosis and Risk of Infection-Related Hospitalization and Death in US Veterans. Int J MS Care, 17(5), 221-30.
  117. Nelson RE, Grosse SD, Waitzman NJ, Lin J, DuVall SL, Patterson O, Tsai J, Reyes N (2015). Using multiple sources of data for surveillance of postoperative venous thromboembolism among surgical patients treated in Department of Veterans Affairs hospitals, 2005-2010. Thromb Res, 135(4), 636-42.
  118. Kerr GS, Richards JS, Nunziato CA, Patterson OV, DuVall SL, Aujero M, Maron D, Amdur R (2015). Measuring physician adherence with gout quality indicators: a role for natural language processing. Arthritis Care Res (Hoboken), 67(2), 273-9.
  119. Patterson OV, Jones M, Yao Y, Viernes B, Alba PR, Iwashyna TJ, DuVall SL (2015). Extraction of Vital Signs from Clinical Notes. Stud Health Technol Inform, 216, 1035.
  120. Patterson OV, Forbush TB, Saini SD, Moser SE, DuVall SL (2015). Classifying the Indication for Colonoscopy Procedures: A Comparison of NLP Approaches in a Diverse National Healthcare System. Stud Health Technol Inform, 216, 614-8.
  121. Divita G, Zeng QT, Gundlapalli AV, Duvall S, Nebeker J, Samore MH (2014). Sophia: A Expedient UMLS Concept Extraction Annotator. AMIA Annu Symp Proc, 2014, 467-76.
  122. Cannon GW, DuVall SL, Haroldsen CL, Caplan L, Curtis JR, Michaud K, Mikuls TR, Reimold A, Collier DH, Harrison DJ, Joseph GJ, Sauer BC (2014). Persistence and dose escalation of tumor necrosis factor inhibitors in US veterans with rheumatoid arthritis. J Rheumatol, 41(10), 1935-43.
  123. Curtis JR, Yang S, Patkar NM, Chen L, Singh JA, Cannon GW, Mikuls TR, Delzell E, Saag KG, Safford MM, DuVall S, Alexander K, Napalkov P, Winthrop KL, Burton MJ, Kamauu A, Baddley JW (2013). Risk of hospitalized bacterial infections associated with biologic treatment among US veterans with rheumatoid arthritis. Arthritis Care Res (Hoboken), 66(7), 990-7.
  124. Nelson RE, Hoop R, Korner E, DuVall S, Hayden CL, Knippenberg K, Morgan T, Pandya P, Han J, LaFleur J (2014). Predicting Discontinuation of Pegylated Interferon as a Result of Lack of Efficacy in United States Veterans With Chronic Hepatitis C on Dual Therapy. Ann Pharmacother, 48(7), 826-836.
  125. Lucila Ohno-Machado, Zia Agha, Douglas S Bell, Lisa Dahm, Michele E Day, Jason N Doctor, Davera Gabriel, Maninder K Kahlon, Katherine K Kim, Michael Hogarth, Michael E Matheny, Daniella Meeker, Jonathan R Nebeker, Frederic Resnic, Dmitry Khodyakov, Lattice Armstead, Travis Nagler, Sam Morley, Nicholas Anderson, Dan Cooper, Dan Phillips, David Heber, Zhaoping Li, Michael K Ong, Ayan Patel, Marianne Zachariah, Jane C Burns, Lori B Daniels, Son Doan, Claudiu Farcas, Rita Germann-Kurtz, Xiaoqian Jiang, Hyeon-eui Kim, Paulina Paul, Howard Taras, Adriana Tremoulet, Shuang Wang, Wenhong Zhu, Douglas Berman, Angela Rizk-Jackson, Mike DArcy, Carl Kesselman, Tara Knight, Laura Pearlman, Paul Heidenreich, Dena Rifkin, Carl Stepnowsky, Tania Zamora, Scott L DuVall, Lewis J Frey, Jeffrey Scehnet, Brian C Sauer, Julio C Facelli, Ram K Gouripeddi, Jason Denton, Fern FitzHenry, James Fly, Vincent Messina, Freneka Minter, Lalit Nookala, Heidi Sullivan, Theodore Speroff, Dax Westerman (04/29/2014). pSCANNER: patient-centered Scalable National Network for Effectiveness Research. J Am Med Inform Assoc, online, amiajnl-2014-00.
  126. LaFleur J, Hoop R, Morgan T, DuVall SL, Pandya P, Korner E, Knippenberg K, Hayden C, Nelson RE (2014). High rates of early treatment discontinuation in hepatitis C-infected US veterans. BMC Res Notes, 7, 266.
  127. Bellows BK, LaFleur J, Kamauu AW, Ginter T, Forbush TB, Agbor S, Supina D, Hodgkins P, DuVall SL (2014). Automated identification of patients with a diagnosis of binge eating disorder from narrative electronic health records. J Am Med Inform Assoc, 21(e1), e163-8.
  128. Gundlapalli AV, Carter ME, Palmer M, Ginter T, Redd A, Pickard S, Shen S, South B, Divita G, Duvall S, Nguyen TM, DAvolio LW, Samore M (2013). Using natural language processing on the free text of clinical documents to screen for evidence of homelessness among US veterans. AMIA Annu Symp Proc, 2013, 537-46.
  129. Smelick GS, Heffron TP, Chu L, Dean B, West DA, Duvall SL, Lum BL, Budha N, Holden SN, Benet LZ, Frymoyer A, Dresser MJ, Ware JA (2013). Prevalence of acid-reducing agents (ARA) in cancer populations and ARA drug-drug interaction potential for molecular targeted agents in clinical development. Mol Pharm, 10(11), 4055-62.
  130. Ferraro JP, Daum H 3rd, Duvall SL, Chapman WW, Harkema H, Haug PJ (2013). Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation. J Am Med Inform Assoc, 20(5), 931-9.
  131. Patterson OV, Ginter T, DuVall SL (2013). Building a common pipeline for rule-based document classification. Stud Health Technol Inform, 192, 1211.
  132. Garvin JH, DuVall SL, South BR, Bray BE, Bolton D, Heavirland J, Pickard S, Heidenreich P, Shen S, Weir C, Samore M, Goldstein MK (2012). Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure. J Am Med Inform Assoc, 19(5), 859-66.
  133. Jones M, DuVall SL, Spuhl J, Samore MH, Nielson C, Rubin M (2012). Identification of methicillin-resistant Staphylococcus aureus within the nation's Veterans Affairs medical centers using natural language processing. BMC Med Inform Decis Mak, 12, 34.
  134. DuVall SL, Fraser AM, Rowe K, Thomas A, Mineau GP (2012). Evaluation of record linkage between a large healthcare provider and the Utah Population Database. J Am Med Inform Assoc, 19(e1), e54-9.
  135. South B, Palmer M, Shen S, Divita G, DuVall SL, Samore MH, Gundlapalli AV (12/06/2011). Using Clinician Mental Models to Guide Annotation of Medically Unexplained Symptoms and Syndromes found in VA Clinical Documents. International Society for Disease Surveillance Annual Conference, Park City, UT..
  136. Shen S, South BR, Palmer M, Duvall S, Samore M, Gundlapalli AV (11/01/2010). Identification of Features for Detection and Prediction of Homelessness from VA Clinical Documents [Abstract]. International Society for Disease Surveillance.
  137. Robinson TJ, DuVall SL, Wiggins RH 3rd (2011). Creation and storage of standards-based pre-scanning patient questionnaires in PACS as DICOM objects. J Digit Imaging, 24(5), 823-7.
  138. Uzuner, South BR, Shen S, DuVall SL (2011). 2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text. J Am Med Inform Assoc, 18(5), 552-6.
  139. Brett R South, Miland Palmer, Shuying Shen, Guy Divita, Scott Duvall, Matthew Samore, Adi V Gundlapalli (02/16/2011). Using Clinician Mental Models to Guide Annotation of Medically Unexplained Symptoms and Syndromes found in VA Clinical Documents [Abstract]. VA HSR&D Conference 2011.
  140. Shen S, South BR, Palmer M, DuVall SL, Nelson R, Samore M, Gundlapalli AV (2/15/2011). Classifying Features from VA Clinical Documents to Identify Homeless or At-Risk Veterans [Abstract]. VA HSR&D Annual Meeting 2011.
  141. DuVall SL, South BR, DAvolio LW, Shen S, Boone KW, Gundlapalli AV, Nebeker JR, Samore MH (01/04/2011). Creating Reusable Annotated Corpora Using the Clinical Document Architecture. Hawaii International Conference on System Sciences (HICSS), Koloa, HI: IEEE Society.
  142. Trivedi A, Rai P, Daum H 3rd, DuVall SL (2011). Leveraging Social Bookmarks from Partially Tagged Corpus for Improved Webpage Clustering. ACM Trans Intell Syst Technol, 2(3:111-30).
  143. Shuying Shen, Brett R South, Miland Palmer, Scott Duvall, Richard Nelson, Matthew Samore, Adi V Gundlapalli (11/01/2010). Classifying Features from VA Clinical Documents to Identify Homeless or At-Risk Veterans [Abstract]. International Society for Disease Surveillance.
  144. DuVall SL, Kerber RA, Thomas A (2010). Extending the Fellegi-Sunter probabilistic record linkage method for approximate field comparators. J Biomed Inform, 43(1), 24-30.
  145. Duvall SL, Fraser AM, Kerber RA, Mineau GP, Thomas A (2010). The impact of a growing minority population on identification of duplicate records in an enterprise data warehouse. Stud Health Technol Inform, 160(Pt 2), 1122-6.
  146. Robinson TJ, DuVall S, Wiggins R 3rd (2008). Creation and usability testing of a web-based pre-scanning radiology patient safety and history questionnaire set. J Digit Imaging, 22(6), 641-7.
  147. South BR, Gundlapalli AV, Kim B, Duvall S, Samore M, Delisle S (12/1/2009). IDENTIFYING PNEUMONIA CASES USING CHEST X-RAY REPORTS FOR HOSPITAL AND PUBLIC HEALTH SURVEILLANCE [Abstract]. International Society for Disease Surveillance.
  148. Kamauu AW, Duvall SL, Avrin DE (2009). Using Java to generate globally unique identifiers for DICOM objects. J Digit Imaging, 22(1), 11-4.
  149. Kamauu AW, DuVall SL, Liimatta AP, Wiggins RH 3rd, Avrin DE (2008). Translating the IHE Teaching File and Clinical Trial Export (TCE) profile document templates into functional DICOM structured report objects. J Digit Imaging, 21(4), 390-407.
  150. Kamauu AW, DuVall SL, Wiggins RH 3rd, Avrin DE (2007). Using applet-servlet communication for optimizing window, level and crop for DICOM to JPEG conversion. J Digit Imaging, 21(3), 348-54.
  151. Kamauu AW, Whipple JJ, DuVall SL, Siddiqui KM, Siegel EL, Avrin D (2008). Informatics in radiology: IHE teaching file and clinical trial export integration profile: functional examples. Radiographics, 28(4), 933-45.
  152. Kamauu AW, DuVall SL, Robison RJ, Liimatta AP, Wiggins RH 3rd, Avrin DE (2006). Informatics in radiology (infoRAD): Vendor-neutral case input into a server-based digital teaching file system. Radiographics, 26(6), 1877-85.

Global Impact

Service

Date Role Description Country
02/28/1998 Volunteer India