Emily J Mackay
Assistant Professor of Anesthesiology and Critical Care at the Hospital of the University of Pennsylvania
Department: Anesthesiology and Critical Care
Contact information
University of Pennsylvania
Department of Anesthesiology and Critical Care
310 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Department of Anesthesiology and Critical Care
310 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-746-7468
Fax: 215-349-5078
Lab: 215-746-7468
Fax: 215-349-5078
Lab: 215-746-7468
Publications
Links
Search PubMed for articles
google scholar - list of publications
website and research portfolio
Search PubMed for articles
google scholar - list of publications
website and research portfolio
Education:
BFA (Music Performance )
Carnegie Mellon University , 2005.
DO (Medicine)
Philadelphia College of Osteopathic Medicine, 2011.
MS (Master of Science in Health Policy Research (MSHP))
University of Pennsylvania, 2019.
BFA (Music Performance )
Carnegie Mellon University , 2005.
DO (Medicine)
Philadelphia College of Osteopathic Medicine, 2011.
MS (Master of Science in Health Policy Research (MSHP))
University of Pennsylvania, 2019.
Post-Graduate Training
Transitional Year Intern (PGY1)Mercy Catholic Medical Center, Darby PA, Mercy Catholic Medical Center, Darby PA, 2011-2012.
Resident in Anesthesiology (PGY2-4), Thomas Jefferson University Hospital, Philadelphia PA, 2012-2015.
Fellow in Surgical Critical Care, Hospital of the University of Pennsylvania, Philadelphia PA, 2015-2016.
Fellow in Adult Cardiothoracic Anesthesiology , Hospital of the University of Pennsylvania, Philadelphia PA, 2016-2017.
NIH T-32 Fellow in Postdoctoral Research, Hospital of the University of Pennsylvania, Philadelphia PA, 2017-2019.
Permanent linkTransitional Year Intern (PGY1)Mercy Catholic Medical Center, Darby PA, Mercy Catholic Medical Center, Darby PA, 2011-2012.
Resident in Anesthesiology (PGY2-4), Thomas Jefferson University Hospital, Philadelphia PA, 2012-2015.
Fellow in Surgical Critical Care, Hospital of the University of Pennsylvania, Philadelphia PA, 2015-2016.
Fellow in Adult Cardiothoracic Anesthesiology , Hospital of the University of Pennsylvania, Philadelphia PA, 2016-2017.
NIH T-32 Fellow in Postdoctoral Research, Hospital of the University of Pennsylvania, Philadelphia PA, 2017-2019.
Description of Itmat Expertise
(1) Comparative effectiveness research on intraoperative transesophageal echocardiography using large datasets; (2) Studying the impact of advanced echocardiography imaging on perioperative clinical outcomes; (3) Developing machine learning applications to echocardiographic images; (4) Incorporating echocardiographic data to improve the accuracy of existing clinical outcomes predictive algorithms.Description of Research Expertise
My research expertise includes comparative effectiveness studies in echocardiography using large datasets and developing predictive algorithms using nonlinear, machine learning techniques. My work on the clinical utility and variability of intraoperative transesophageal echocardiography (TEE) in cardiac surgery has resulted in publications in leading clinical journals including: Journal of the American Society of Echocardiography (JASE) and JAMA Network Open. I have an ongoing interest in using data to study perioperative research questions in the field of Anesthesiology and Critical Care.Selected Publications
MacKay, E. J., Zhang, B., Augoustides, J. G., Groeneveld, P. W., Desai, N. D.: Association of Intraoperative Transesophageal Echocardiography and Clinical Outcomes After Open Cardiac Valve or Proximal Aortic Surgery. JAMA Netw Open 5(2): e2147820, 2022.MacKay EJ, Zhang, B, Heng, S, Ye, T, Neuman, MD, Augoustides, JG, Desai, ND, Groeneveld, PW: Association Between Transesophageal Echocardiography (TEE) During Coronary Artery Bypass Graft (CABG) Surgery and Clinical Outcomes. Journal of the American Society of Echocardiography (JASE) 34(6): 571-581, June 2021 Notes: doi: 10.1016/j.echo.2021.01.014. Epub 2021 Jan 26.
Zhang, B., Heng, S., MacKay, E. J., Ye, T.: Bridging preference-based instrumental variable studies and cluster-randomized encouragement experiments: study design, noncompliance, and average cluster effect ratio. Biometrics May 2021 Notes: doi: 10.1111/biom.13500. Online ahead of print.
MacKay EJ, Salmon, MK, Fatuzzo, MR, Neuman, MD, Desai, ND, Groeneveld, PW, Augoustides, JG: Validation of Claims Data for the Identification of Intraoperative Transesophageal Echocardiography During Cardiac Surgery. Journal of Cardiothoracic and Vascular Anesthesia 35(11): 3193-3198, November 2021 Notes: https://doi.org/10.1053/j.jvca.2021.04.017.
Mackay EJ, Werner, RM, Groeneveld, PW, Desai, ND, Reese, PP, Gutsche, JT, Augoustides, JG, Neuman, MD. : Transesophageal Echocardiography, Acute Kidney Injury and Length of Hospitalization Among Adults Undergoing Coronary Artery Bypass Graft Surgery. Journal of Cardiothoracic and Vascular Anesthesia (eds.). Elsevier 34(3): 687-695, March 2020 Notes: NIHMSID: 1545105 Published online August 28th, 2019. doi: 10.1053/j.jvca.2019.08.042. https://pubmed.ncbi.nlm.nih.gov/31558399/
MacKay, E. J., Neuman, M. D., Fleisher, L. A., Patel, P. A., Gutsche, J. T., Augoustides, J. G., Desai, N. D., Groeneveld, P. W.: Transesophageal Echocardiography, Mortality, and Length of Hospitalization after Cardiac Valve Surgery. Journal of the American Society of Echocardiography 33(6): 756-762.e1, March 2020 Notes: NIHMSID: 1568986; EPub date: 03/31/2020; DOI: 10.1016/j.echo.2020.01.014
MacKay Emily J, Groeneveld Peter W, Fleisher Lee A, Desai Nimesh D, Gutsche Jacob T, Augoustides John G, Patel Prakash A, Neuman Mark D: Practice Pattern Variation in the Use of Transesophageal Echocardiography for Open Valve Cardiac Surgery. Journal of cardiothoracic and vascular anesthesia 33(1): 118-133, Jan 2019 Notes: NIHMSID: 1502536;