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.
Clinical interests
Anesthesia for abdominal organ transplantation
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Evaluation of [11C]CS1P1 in Healthy Young and Older Adults
Friedrichsen, K. A., Judge, B. A., Jones, L. A., Rajamanickam, J., Qiu, L., Soda, A. K., Rahmani, F., Benzinger, G. R., King, C. R., Chaney, A. M., Nickels, M. L., Gropler, R. J., Raji, C. A., White, R. L., Perlmutter, J. S., Laforest, R., An, H., Tu, Z., Benzinger, T. L. S. & Brier, M. R., Jan 1 2026, In: American Journal of Neuroradiology. 47, 1, p. 175-183 9 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Machine learning models in anaesthesiology: bridging the gap from model training to implementation
King, C. R. & Fritz, B. A., Jun 2026, In: British journal of anaesthesia. 136, 6, p. 1723-1726 4 p.Research output: Contribution to journal › Editorial
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Protocol for Personalised Prediction of Persistent Postsurgical Pain
Holzer, K. J., Alaverdyan, H., Xu, Z., Frumkin, M. R., Frey, K. A., Gregory, S. H., Rodebaugh, T. L., Lu, C., King, C. R., Head, D., Kannampallil, T. & Haroutounian, S., Feb 4 2026, In: BMJ Open. 16, 2, e107055.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Effect of telemedicine support for intraoperative anaesthesia care on postoperative outcomes: the TECTONICS randomised clinical trial
the ACTFAST collaborator group, Mar 2025, In: British journal of anaesthesia. 134, 3, p. 671-680 10 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
Hospital and Clinician Practice Variation in Cardiac Surgery and Postoperative Acute Kidney Injury
The MPOG Collaborators, May 2 2025, In: JAMA Network Open. 8, 5, e258342.Research output: Contribution to journal › Article › peer-review
Open Access9 Link opens in a new tab Scopus citations