ArmandoDiegoBedoyaMDMMCi

Pulmonology • Durham, NC

Critical Care Medicine

Associate Chief Medical Informatics Officer Associate Chair of Data Science in the Department Of Medicine

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Office
3643 N Roxboro St
Durham, NC 27704
Phone+1 919-470-4000
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Education & Training

Duke University HospitalFellowship, Pulmonary Disease and Critical Care Medicine, 2014 - 2018
Duke University School of MedicineMaster of Management and Clinical Informatics, Informatics, 2016 - 2017
Duke University HospitalResidency, Internal Medicine, 2011 - 2014
The Warren Alpert Medical School of Brown UniversityClass of 2011

Certifications & Licensure

NC State Medical License 2011 - 2024
American Board of Internal Medicine Internal Medicine
American Board of Internal Medicine Critical Care Medicine
American Board of Internal Medicine Pulmonary Disease
American Board of Preventive Medicine Clinical Informatics
EpicPhysician Builder

Publications & Presentations

PubMed

Use of artificial intelligence in critical care: opportunities and obstacles.
Michael R Pinsky, Leo Celi, Nicoleta J Economou-Zavlanos, Paul Elbers, Suchi Saria, Vincent Liu, Patrick G Lyons, Benjamin Shickel, Patrick Toral, David Tscholl, Arman...> ;Critical Care. 2024 Apr 8
2 citations
Plasma Microbial Cell-Free DNA Sequencing in Immunocompromised Patients With Pneumonia: A Prospective Observational Study.
Stephen P Bergin, Roy F Chemaly, Sanjeet S Dadwal, Joshua A Hill, Yeon Joo Lee, Ghady Haidar, Alfred Luk, Alexander Drelick, Peter V Chin-Hong, Esther Benamu, Fareed K...> ;Clinical Infectious Diseases. 2024 Mar 20
Building Learning Healthcare Systems for Critical Care Medicine.
Harris, R., Krishnamoorthy, V., Chowdhury, A., Bedoya, A., Bartz, R., Raghunathan, K.> ;Anesthesiology. 2024 Apr 1
Development of an interactive dashboard for gun violence pattern analysis and intervention design at the local level.
Rashaud Senior, Lisa Pickett, Andrew Stirling, Shwetha Dash, Patti Gorgone, Georgina Durst, Debra Jones, Richard Shannon, Nrupen A Bhavsar, Armando Bedoya> ;JAMIA Open. 2023 Dec 1
Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare.
Nicoleta J Economou-Zavlanos, Sophia Bessias, Michael P Cary Jr, Armando D Bedoya, Benjamin A Goldstein, John E Jelovsek, Cara L O'Brien, Nancy Walden, Matthew Elmore,...> ;Journal of the American Medical Informatics Association. 2024 Feb 16
1 citations
The Eyes Have It-for Idiopathic Pulmonary Fibrosis: a Preliminary Observation.
Roy A Pleasants, Armando D Bedoya, Joel M Boggan, Karen Welty-Wolf, Robert M Tighe> ;Pulmonary Therapy. 2022 Sep 1
19 citations
A framework for the oversight and local deployment of safe and high-quality prediction models.
Armando D Bedoya, Nicoleta J Economou-Zavlanos, Benjamin A Goldstein, Allison Young, J Eric Jelovsek, Cara O'Brien, Amanda B Parrish, Scott Elengold, Kay Lytle, Suresh...> ;Journal of the American Medical Informatics Association. 2022 Aug 16
Performance of the National Early Warning Score in Hospitalized Patients With Kidney Failure on Maintenance Hemodialysis.
Joanna Cavalier, Congwen Zhao, Julia Scialla, Armando Bedoya, Benjamin A Goldstein> ;Kidney Medicine. 2022 Aug 1
2 citations
Looking for clinician involvement under the wrong lamp post: The need for collaboration measures
Mark Sendak, Michael Gao, William Ratliff, Marshall Nichols, Armando Bedoya, Cara O'Brien, Suresh Balu> ;Journal of the American Medical Informatics Association. 2021 Oct 12
6 citations
Interstitial lung disease in a veterans affairs regional network; a retrospective cohort study.
Armando Bedoya, Roy A. Pleasants, Joel C. Boggan, Danielle Seaman, Anne Reihman, Lauren E. Howard, Robert Kundich, Karen E. Welty-Wolf, Robert M. Tighe> ;Plos One. 2021 Mar 18
6 citations
Application of Machine Learning in Pulmonary Function Assessment Where Are We Now and Where Are We Going
Paresh C. Giri, Anand M. Chowdhury, Armando Bedoya, Hengji Chen, Hyun Suk Lee, Patty J. Lee, Craig S. Henriquez, Neil R. MacIntyre, Yuh-Chin T. Huang> ;Frontiers in Physiology. 2021 Jan 1
39 citations
Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study
Sahil Sandhu, Anthony L. Lin, Nathan Brajer, Jessica Sperling, William Ratliff, Armando Bedoya, Suresh Balu, Cara O'Brien, Mark Sendak> ;Journal of Medical Internet Research. 2020 Nov 19
Evaluation of ML-Based Clinical Decision Support Tool to Replace an Existing Tool in an Academic Health System: Lessons Learned.
Myung Woo, Brooke Alhanti, Sam Lusk, Felicia Dunston, Stephen Blackwelder, Kay S Lytle, Benjamin A. Goldstein, Armando Bedoya> ;Journal of Personalized Medicine. 2020 Aug 27
3 citations
Guiding Clinical Decisions Through Predictive Risk Rules.
Benjamin A. Goldstein, Armando Bedoya> ;JAMA Network Open. 2020 Aug 3
53 citations
Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study
Mark Sendak, William Ratliff, Dina Sarro, Elizabeth Alderton, Joseph Futoma, Michael Gao, Marshall Nichols, Mike Revoir, Faraz Yashar, Corinne Miller, Kelly Kester, Sa...> ;JMIR Medical Informatics. 2020 Jul 15
27 citations
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?
Joshua Watson, Carolyn A. Hutyra, Shayna M. Clancy, Anisha Chandiramani, Armando Bedoya, Kumar Ilangovan, Nancy Nderitu, Eric G. Poon> ;JAMIA Open. 2020 Apr 10
40 citations
Machine learning for early detection of sepsis: an internal and temporal validation study.
Armando Bedoya, Joseph Futoma, Meredith E. Clement, Kristin M. Corey, Nathan Brajer, Anthony Lin, Morgan G. Simons, Michael Gao, Marshall Nichols, Suresh Balu, Katheri...> ;JAMIA Open. 2020 Apr 11
4 citations
Unanticipated Respiratory Compromise and Unplanned Intubations on General Medical and Surgical Floors
Armando Bedoya, Nrupen A. Bhavsar, Bhargav Adagarla, Courtney Page, Benjamin A. Goldstein, Neil R. MacIntyre> ;Respiratory Care. 2020 Mar 10
18 citations
Development, Implementation, and Evaluation of an In-Hospital Optimized Early Warning Score for Patient Deterioration.
Cara O'Brien, Benjamin A. Goldstein, Yueqi Shen, Matthew Phelan, Curtis Lambert, Armando Bedoya, Rebecca C. Steorts> ;MDM Policy & Practice. 2020 Jan 10
73 citations
Minimal Impact of Implemented Early Warning Score and Best Practice Alert for Patient Deterioration.
Armando Bedoya, Meredith E. Clement, Matthew Phelan, Rebecca C. Steorts, Cara O'Brien, Benjamin A. Goldstein> ;Critical Care Medicine. 2019 Jan 1
23 citations
Systemic Bevacizumab for Recurrent Respiratory Papillomatosis: A Single Center Experience of Two Cases
Armando Bedoya, Kristen Glisinski, Jeffrey M. Clarke, Richard N. Lind, Charles Edward Buckley, Scott Shofer> ;The American Journal of Case Reports. 2017 Jul 31
72 citations
Antibody desensitization therapy in highly sensitized lung transplant candidates.
Laurie D. Snyder, Alice L. Gray, John Reynolds, Gowthami M. Arepally, Armando Bedoya, M.G. Hartwig, Robert D. Davis, K. E. Lopes, W. E. Wegner, Dong-Feng Chen, Scott M...> ;American Journal of Transplantation. 2014 Apr 1
3 citations
Evaluation of Longitudinal Clinical Outcomes and Adherence to Care among HIV-Infected Refugees
Susanna E. Winston, Brian T. Montague, Michael J. Lopez, Allison DeLong, Chloe LeMarchand, Armando Bedoya, Fizza S. Gillani, Curt G. Beckwith> ;Journal of the International Association of Providers of AIDS Care. 2013 May 1
22 citations
siRNA inhibition of aspartyl-asparaginyl β-hydroxylase expression impairs cell motility, Notch signaling, and fetal growth.
Fusun Gundogan, Armando Bedoya, Jeffrey Gilligan, Emily Lau, Princess Mark, Monique E. De Paepe, Suzanne M. de la Monte> ;Pathology, Research and Practice. 2011 Sep 15
Fever and an expanding pancreatic fluid collection.
Armando Bedoya, Matthew Hudson, Julie H. Song, Edward Feller> ;Medicine and Health, Rhode Island. 2011 Mar 1
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