• 1222 Citations
20062020

Research output per year

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Personal profile

Research interests

I design and implement studies on the application of machine learning to anesthesiology. I focus on designing prediction models that are "self explaining" to find actionable data without trying to prescribe specific courses of action.

Areas of Clinical Interest

Anesthesia for abdominal organ transplantation

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Research Output

  • 1222 Citations
  • 17 Article
  • 3 Letter
  • 2 Conference contribution
  • Association Between Preoperative Obstructive Sleep Apnea and Preoperative Positive Airway Pressure With Postoperative Intensive Care Unit Delirium

    King, C. R., Fritz, B. A., Escallier, K., Ju, Y. E. S., Lin, N., McKinnon, S., Avidan, M. S. & Palanca, B. J., Apr 1 2020, In : JAMA Network Open. 3, 4, p. e203125

    Research output: Contribution to journalArticle

    Open Access
  • Hierarchical Attention Propagation for Healthcare Representation Learning

    Zhang, M., King, C. R., Avidan, M. & Chen, Y., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 249-256 8 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Preoperative Cognitive Abnormality, Intraoperative Electroencephalogram Suppression, and Postoperative Delirium: A Mediation Analysis

    Fritz, B. A., King, C. R., Ben Abdallah, A., Lin, N., Mickle, A. M., Budelier, T. P., Oberhaus, J., Park, D., Maybrier, H. R., Wildes, T. S., Avidan, M. S., Apakama, G., Aranake-Chrisinger, A., Bolzenius, J., Burton, J., Cui, V., Emmert, D. A., Goswami, S., Graetz, T. J., Gupta, S. & 25 others, Jordan, K., Kronzer, A., McKinnon, S. L., Muench, M. R., Murphy, M. R., Palanca, B. J., Patel, A., Spencer, J. W., Stevens, T. W., Strutz, P., Tedeschi, C. M., Torres, B. A., Trammel, E. R., Upadhyayula, R. T., Winter, A. C., Jacobsohn, E., Fong, T., Gallagher, J., Inouye, S. K., Schmitt, E. M., Somerville, E., Stark, S., Lenze, E. J., Melby, S. J. & Tappenden, J., Jun 1 2020, In : Anesthesiology. p. 1458-1468 11 p.

    Research output: Contribution to journalArticle

  • 3 Scopus citations

    Probability of fit failure with reuse of N95 mask respirators

    Maranhao, B., Scott, A. W., Scott, A. R., Maeng, J., Song, Z., Baddigam, R., King, C. R., McCormick, M., Kangrga, I. & Guffey, R., Sep 2020, In : British journal of anaesthesia. 125, 3, p. e322-e324

    Research output: Contribution to journalLetter

    Open Access