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

Association between multioil intravenous lipid emulsion and cholestasis in infants with gastrointestinal disorders: A retrospective cohort study

Lee LJ, Kim ES, Romero T, Calkins KL. Association between multioil intravenous lipid emulsion and cholestasis in infants with gastrointestinal disorders: A retrospective cohort study.[...]

Diem SJ, Miles-McLean HA, Carney DV, Shekelle JE, Nicosia F, Frayne SM, Yano EM, Gibson CJ. Menopause-Related Service Needs in Veterans Health Administration Medical Centers:[...]

Correlation Between Technology and Improved Outcomes in Youth With Type 1 Diabetes Mellitus: Prospective Study Examining Outcomes for Patients With Depression and Those With Public Insurance

Emerson ND, Ferber C, Jackson NJ, Li J, Tsay E, Styne D, Gottschalk M, Mittelman SD, Moscicki AB. Correlation Between Technology and Improved Outcomes in[...]