Scholars@Duke

• Background
• 

  Education, Training, & Certifications

  • Pulmonary and Critical Care Fellowship, Medicine, Duke University School of Medicine 2016 - 2018
  • M.M.C.i., Duke University School of Medicine 2017
  • Chief Resident, Duke Regional Hospital & Ambulatory Clinics, Medicine, Duke University School of Medicine 2015 - 2016
  • Pulmonary and Critical Care Fellowship, Medicine, Duke University School of Medicine 2014 - 2015
  • Pulmonary and Critical Care Medicine Fellowship, Medicine, Duke University School of Medicine 2014 - 2015
  • Internal Medicine Residency, Medicine, Duke University School of Medicine 2011 - 2014
  • M.D., Brown University, Warren Alpert Medical School 2011
• 

  Duke Appointment History

  • Medical Instructor in the Department of Medicine, Medicine, Pulmonary, Allergy, and Critical Care Medicine, Medicine 2018 - 2020
  • Medical Instructor in the Department of Medicine, Medicine, General Internal Medicine, Medicine 2015 - 2016
• Publications & Artistic Works
• 

  Selected Publications

  • Academic Articles

    • Sandhu, Sahil, Anthony L. Lin, Nathan Brajer, Jessica Sperling, William Ratliff, Armando D. Bedoya, Suresh Balu, Cara O’Brien, and Mark P. Sendak. “Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study.” J Med Internet Res 22, no. 11 (November 19, 2020): e22421. https://doi.org/10.2196/22421.
       Full Text  Link to Item
    • Bedoya, Armando D., Nrupen A. Bhavsar, Bhargav Adagarla, Courtney B. Page, Benjamin A. Goldstein, and Neil R. MacIntyre. “Unanticipated Respiratory Compromise and Unplanned Intubations on General Medical and Surgical Floors.” Respir Care 65, no. 9 (September 2020): 1233–40. https://doi.org/10.4187/respcare.07438.
       Full Text  Link to Item
    • Woo, Myung, Brooke Alhanti, Sam Lusk, Felicia Dunston, Stephen Blackwelder, Kay S. Lytle, Benjamin A. Goldstein, and Armando Bedoya. “Evaluation of ML-Based Clinical Decision Support Tool to Replace an Existing Tool in an Academic Health System: Lessons Learned.” J Pers Med 10, no. 3 (August 27, 2020). https://doi.org/10.3390/jpm10030104.
       Full Text  Link to Item
    • Goldstein, Benjamin A., and Armando D. Bedoya. “Guiding Clinical Decisions Through Predictive Risk Rules.” Jama Netw Open 3, no. 8 (August 3, 2020): e2013101. https://doi.org/10.1001/jamanetworkopen.2020.13101.
       Full Text  Link to Item
    • Sendak, Mark P., William Ratliff, Dina Sarro, Elizabeth Alderton, Joseph Futoma, Michael Gao, Marshall Nichols, et al. “Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study.” Jmir Med Inform 8, no. 7 (July 15, 2020): e15182. https://doi.org/10.2196/15182.
       Full Text  Link to Item
    • Bedoya, Armando D., Joseph Futoma, Meredith E. Clement, Kristin Corey, Nathan Brajer, Anthony Lin, Morgan G. Simons, et al. “Machine learning for early detection of sepsis: an internal and temporal validation study.” Jamia Open 3, no. 2 (July 2020): 252–60. https://doi.org/10.1093/jamiaopen/ooaa006.
       Full Text  Link to Item
    • Watson, Joshua, Carolyn A. Hutyra, Shayna M. Clancy, Anisha Chandiramani, Armando Bedoya, Kumar Ilangovan, Nancy Nderitu, and Eric G. Poon. “Overcoming barriers to the adoption and implementation of predictive modeling and machine learning in clinical care: what can we learn from US academic medical centers?” Jamia Open 3, no. 2 (July 2020): 167–72. https://doi.org/10.1093/jamiaopen/ooz046.
       Full Text  Open Access Copy  Link to Item
    • O’Brien, Cara, Benjamin A. Goldstein, Yueqi Shen, Matthew Phelan, Curtis Lambert, Armando D. Bedoya, and Rebecca C. Steorts. “Development, Implementation, and Evaluation of an In-Hospital Optimized Early Warning Score for Patient Deterioration.” Mdm Policy Pract 5, no. 1 (January 2020): 2381468319899663. https://doi.org/10.1177/2381468319899663.
       Full Text  Link to Item
    • Bedoya, Armando D., Meredith E. Clement, Matthew Phelan, Rebecca C. Steorts, Cara O’Brien, and Benjamin A. Goldstein. “Minimal Impact of Implemented Early Warning Score and Best Practice Alert for Patient Deterioration.” Crit Care Med 47, no. 1 (January 2019): 49–55. https://doi.org/10.1097/CCM.0000000000003439.
       Full Text  Link to Item
    • Bedoya, Armando, Kristen Glisinski, Jeffrey Clarke, Richard N. Lind, Charles Edward Buckley, and Scott Shofer. “Systemic Bevacizumab for Recurrent Respiratory Papillomatosis: A Single Center Experience of Two Cases.” Am J Case Rep 18 (July 31, 2017): 842–46. https://doi.org/10.12659/ajcr.904416.
       Full Text  Link to Item
    • Snyder, L. D., A. L. Gray, J. M. Reynolds, G. M. Arepally, A. Bedoya, M. G. Hartwig, R. D. Davis, et al. “Antibody desensitization therapy in highly sensitized lung transplant candidates.” Am J Transplant 14, no. 4 (April 2014): 849–56. https://doi.org/10.1111/ajt.12636.
       Full Text  Link to Item
    • Winston, Susanna E., Brian T. Montague, Michael J. Lopez, Allison Delong, Chloe Lemarchand, Armando Bedoya, Fizza S. Gillani, and Curt G. Beckwith. “Evaluation of longitudinal clinical outcomes and adherence to care among HIV-infected refugees.” J Int Assoc Provid Aids Care 12, no. 3 (May 2013): 202–7. https://doi.org/10.1177/1545109712459680.
       Full Text  Link to Item
    • Bedoya, A. D., J. L. Todd, T. Martinu, S. M. Palmer, and L. D. Snyder. “Lung Transplantation For Pulmonary Complications After Bone Marrow Transplantation.” American Journal of Respiratory and Critical Care Medicine 187 (January 1, 2013).
       Link to Item
    • Gundogan, Fusun, Armando Bedoya, Jeffrey Gilligan, Emily Lau, Princess Mark, Monique E. De Paepe, and Suzanne M. de la Monte. “siRNA inhibition of aspartyl-asparaginyl β-hydroxylase expression impairs cell motility, Notch signaling, and fetal growth.” Pathol Res Pract 207, no. 9 (September 15, 2011): 545–53. https://doi.org/10.1016/j.prp.2011.06.001.
       Full Text  Link to Item
    • Bedoya, Armando, Matthew Hudson, Julie H. Song, and Edward Feller. “Fever and an expanding pancreatic fluid collection.” Med Health R I 94, no. 3 (March 2011): 81–82.
       Link to Item
    • Bedoya, Armando, and Bethany Gentilesco. “Prosthetic valve endocarditis: a complication of spinal epidural abscess.” Case Rep Med 2010 (2010): 105426. https://doi.org/10.1155/2010/105426.
       Full Text  Link to Item
    • Futoma, Joseph, Sanjay Hariharan, Mark Sendak, Nathan Brajer, Meredith Clement, Armando Bedoya, Cara O’Brien, and Katherine Heller. “An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection,” n.d.
       Link to Item
    • Sandhu, Sahil, Anthony L. Lin, Nathan Brajer, Jessica Sperling, William Ratliff, Armando D. Bedoya, Suresh Balu, Cara O’Brien, and Mark P. Sendak. “Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study (Preprint),” n.d. https://doi.org/10.2196/preprints.22421.
       Full Text

  • Conference Papers

    • Kaur, A., A. Reihman, R. A. Pleasants, J. Boggan, L. Howard, R. Kundich, K. E. Welty-Wolf, A. Bedoya, and R. M. Tighe. “Assessing the Frequency of Pulmonary Function Testing in Veterans with Idiopathic Pulmonary Fibrosis at Time of Diagnosis.” In American Journal of Respiratory and Critical Care Medicine, Vol. 201, 2020.
       Link to Item
    • Theiling, B. J., R. Donohoe, M. Sendak, A. Bedoya, M. Gao, W. Ratliff, L. Denis, S. Balu, and C. O’Brein. “2 Sepsis Watch: A Successful Deployment of a Deep Learning Sepsis Detection and Treatment Platform.” In Annals of Emergency Medicine, 74:S1–2. Elsevier BV, 2019. https://doi.org/10.1016/j.annemergmed.2019.08.005.
       Full Text
    • Bedoya, A., C. Page, B. Adagarla, N. Bhavsar, B. Goldstein, and N. R. MacIntyre. “Respiratory Failure and Unplanned Intubations in General Floor Patients.” In American Journal of Respiratory and Critical Care Medicine, Vol. 199. AMER THORACIC SOC, 2019.
       Link to Item
    • Pleasants, Roy, Armando Bedoya, Robert Kundich, Anne Reihman, Karen Welty-Wolf, and Robert Tighe. “Combined idiopathic interstitial pneumonia(IIP) and emphysema(E) in the Veterans Administration(VA) health system: characteristics, tobacco Use, and outcomes.” In Idiopathic Interstitial Pneumonias. European Respiratory Society, 2018. https://doi.org/10.1183/13993003.congress-2018.pa2207.
       Full Text
    • Lin, A. L., M. Sendak, A. Bedoya, M. Clement, J. Futoma, M. Nichols, M. Gao, K. Heller, and C. O’Brien. “What Is Sepsis: Investigating the Heterogeneity of Patient Populations Captured by Different Sepsis Definitions.” In American Journal of Respiratory and Critical Care Medicine, Vol. 197. AMER THORACIC SOC, 2018.
       Link to Item
    • Pleasants, R. A., A. Bedoya, R. Kundich, J. Boggan, A. Reihman, D. Seaman, L. Howard, K. E. Welty-Wolf, and R. M. Tighe. “Characteristics of Connective Tissue Related Interstitial Lung Disease in the Mid- Atlantic Veterans Affairs Regional Network.” In American Journal of Respiratory and Critical Care Medicine, Vol. 197. AMER THORACIC SOC, 2018.
       Link to Item
    • Reihman, A., A. Bedoya, R. A. Pleasants, J. Boggan, L. Howard, R. Kundich, K. E. Welty-Wolf, and R. M. Tighe. “Initial Pulmonary Function Patterns Define Clinical Characteristics in Veterans Affairs Cohort with Interstitial Lung Disease.” In American Journal of Respiratory and Critical Care Medicine, Vol. 197. AMER THORACIC SOC, 2018.
       Link to Item
    • Bedoya, A. D., R. Pleasants, J. Boggan, D. Seaman, L. Howard, A. Reihman, K. Welty-Wolf, and R. M. Tighe. “Characteristics Of Interstitial Lung Disease In The Mid-Atlantic Veterans Affairs Regional Network.” In American Journal of Respiratory and Critical Care Medicine, Vol. 195. AMER THORACIC SOC, 2017.
       Link to Item

Some information on this profile has been compiled automatically from Duke databases and external sources. (Our About page explains how this works.) If you see a problem with the information, please write to Scholars@Duke and let us know. We will reply promptly.