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Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study

Prof. Elena Lindqvist; Dr. Tariq Al-Mansoor; Dr. Mei-Ling Zhou — SciMatic Journal of Clinical Medicine and Diagnostics (2026)

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APA APA 7th

Lindqvist, P. E., Al-Mansoor, D. T., & Zhou, D. M. (2026). Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study. SciMatic Journal of Clinical Medicine and Diagnostics, 1(1), 41-47.

MLA MLA 9th

Lindqvist, Prof. Elena, et al.. "Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study." SciMatic Journal of Clinical Medicine and Diagnostics, vol. 1, no. 1, 2026, pp. 41-47.

CHI Chicago

Lindqvist, Prof. Elena, Dr. Tariq Al-Mansoor, and Dr. Mei-Ling Zhou. "Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study." SciMatic Journal of Clinical Medicine and Diagnostics 1, no. 1 (2026): 41-47.

HAR Harvard

Lindqvist, P. E., Al-Mansoor, D. T. & Zhou, D. M. (2026) 'Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study', SciMatic Journal of Clinical Medicine and Diagnostics, 1(1), pp. 41-47.

IEEE IEEE

P. E. Lindqvist, D. T. Al-Mansoor, and D. M. Zhou, "Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study," SciMatic Journal of Clinical Medicine and Diagnostics, vol. 1, no. 1, pp. 41-47, 2026.

VAN Vancouver

Lindqvist PE, Al-Mansoor DT, Zhou DM. Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study. SciMatic Journal of Clinical Medicine and Diagnostics. 2026;1(1):41-47.

BIB BibTeX

@article{prof2026,
  title     = {Utility of Machine Learning Algorithms for Predicting Sepsis Onset in Emergency Department Patients Using Routine Clinical and Laboratory Data: A Retrospective Cohort Study},
  author    = {Prof. Elena Lindqvist and Dr. Tariq Al-Mansoor and Dr. Mei-Ling Zhou},
  journal   = {SciMatic Journal of Clinical Medicine and Diagnostics},
  volume    = {1},
  number    = {1},
  pages     = {41-47},
  year      = {2026},
}