A Least Absolute Shrinkage and Selection Operator-Derived Predictive Model for Postoperative Respiratory Failure in a Heterogeneous Adult Elective Surgery Patient Population

By sjmartinez • March 4, 2024

Stocking JC, Taylor SL, Fan S, Wingert T, Drake C, Aldrich JM, Ong MK, Amin AN, Marmor RA, Godat L, Cannesson M, Gropper MA, Utter GH, Sandrock CE, Bime C, Mosier J, Subbian V, Adams JY, Kenyon NJ, Albertson TE, Garcia JGN, Abraham I. A Least Absolute Shrinkage and Selection Operator-Derived Predictive Model for Postoperative Respiratory Failure in a Heterogeneous Adult Elective Surgery Patient Population. CHEST Crit Care. 2023 Dec;1(3):100025. doi: 10.1016/j.chstcc.2023.100025. Epub 2023 Oct 20. PMID: 38434477; PMCID: PMC10907009.

Tags: bootstrapping, General Internal Medicine, least absolute shrinkage and selection operator, phenotyping, postoperative, predictive model, Publications, Respiratory failure, Veterans Administration

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