Research output per year
Research output per year
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
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Agreement between three noninvasive temperature monitoring devices during spinal anaesthesia for caesarean delivery: a prospective observational study
Vawda, D. O., King, C., Toit, L. D., Dyer, R. A., Masuku, N. J. & Bishop, D. G., Oct 2024, In: Journal of Clinical Monitoring and Computing. 38, 5, p. 1199-1207 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Contrastive learning: Big Data Foundations and Applications
Tripathi, S. & King, C. R., Jan 4 2024, CODS-COMAD 2024 - Proceedings of 7th Joint International Conference on Data Science and Management of Data. Association for Computing Machinery, p. 493-497 5 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Modelling the incidence and severity of hypothermia during spinal anaesthesia for caesarean delivery: a prospective observational study in a resource-limited setting
Masuku, N. J., du Toit, L., King, C., Dyer, R. A., Vawda, D. O. & Bishop, D. G., Mar 6 2024, In: Southern African Journal of Anaesthesia and Analgesia. 30, 1, p. 6-12 7 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Multi-view representation learning for tabular data integration using inter-feature relationships
Tripathi, S., Fritz, B. A., Abdelhack, M., Avidan, M. S., Chen, Y. & King, C. R., Mar 2024, In: Journal of Biomedical Informatics. 151, 104602.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Social vulnerability and surgery outcomes: a cross-sectional analysis
Abdelhack, M., Tripathi, S., Chen, Y., Avidan, M. S. & King, C. R., Dec 2024, In: BMC Public Health. 24, 1, 1907.Research output: Contribution to journal › Article › peer-review
Open Access