Benoit SR, Hora I, Pasquel FJ et al (2020) Trends in Emergency Department Visits and Inpatient Admissions for Hyperglycemic Crises in Adults With Diabetes in the U.S., 2006–2015. Diabetes Care 43:1057–1064

Article  CAS  PubMed  PubMed Central  Google Scholar 

Venkatesh B, Pilcher D, Prins J et al (2015) Incidence and outcome of adults with diabetic ketoacidosis admitted to ICUs in Australia and New Zealand. Crit Care 19:1–2

Article  Google Scholar 

Mendez Y, Surani S, Varon J (2017) Diabetic ketoacidosis: Treatment in the intensive care unit or general medical/surgical ward? World J Diabetes 8:40–44

Article  PubMed  PubMed Central  Google Scholar 

Chang DW, Shapiro MF (2016) Association between intensive care unit utilization during hospitalization and costs, use of invasive procedures, and mortality. JAMA Intern Med 176:1492–1499

Article  PubMed  Google Scholar 

Kitabchi AE, Umpierrez GE, Miles JM, Fisher JN (2009) Hyperglycemic crises in adult patients with diabetes. Diabetes Care 32:1335–1343

Article  CAS  PubMed  PubMed Central  Google Scholar 

Dhatariya K (2021) The Management of Diabetic Ketoacidosis in Adults. Joint British Diabetes Society for Inpatient Care. https://abcd.care/resource/jbds-02-management-diabetic-ketoacidosis-adults. Accessed 22 Jun 2022

Blank SP, Blank RM, Ziegenfuss MD, Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcomes & Resource Evaluation (CORE) for the ANZICS CORE Committee (2020) The importance of hyperosmolarity in diabetic ketoacidosis. Diabet Med 37:2001–2008

Article  Google Scholar 

Johnson A, Bulgarelli L, Pollard T, et al MIMIC-IV. https://physionet.org/content/mimiciv/1.0/. Accessed 22 Jun 2022

Pollard TJ, Johnson AEW, Raffa JD et al (2018) The eICU Collaborative Research Database, a freely available multi-center database for critical care research. Sci Data 5:180178

Article  PubMed  PubMed Central  Google Scholar 

O’Halloran HM, Kwong K, Veldhoen RA, Maslove DM (2020) Characterizing the patients, hospitals, and data quality of the eICU collaborative research database. Crit Care Med 48:1737–1743. https://doi.org/10.1097/CCM.0000000000004633

Article  PubMed  Google Scholar 

Goldberger AL, Amaral LA, Glass L et al (2000) PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation 101:E215-220. https://doi.org/10.1161/01.cir.101.23.e215

Article  CAS  PubMed  Google Scholar 

Dhatariya KK, Vellanki P (2017) Treatment of Diabetic Ketoacidosis (DKA)/Hyperglycemic Hyperosmolar State (HHS): Novel Advances in the Management of Hyperglycemic Crises (UK Versus USA). Curr Diab Rep 17:33. https://doi.org/10.1007/s11892-017-0857-4

Article  PubMed  PubMed Central  Google Scholar 

Williams RL (2000) A note on robust variance estimation for cluster-correlated data. Biometrics 56:645–646. https://doi.org/10.1111/j.0006-341x.2000.00645.x

Article  CAS  PubMed  Google Scholar 

Sato Y, Morita K, Okada A et al (2021) Factors affecting in-hospital mortality of diabetic ketoacidosis patients: a retrospective cohort study. Diabetes Res Clin Pract 171:108588. https://doi.org/10.1016/j.diabres.2020.108588

Article  PubMed  Google Scholar 

Albert MS, Dell RB, Winters RW (1967) Quantitative displacement of acid-base equilibrium in metabolic acidosis. Ann Intern Med 66:312–322

Article  CAS  PubMed  Google Scholar 

Diabetes Canada Clinical Practice Guidelines Expert Committee, Goguen J, Gilbert J (2018) Hyperglycemic Emergencies in Adults. Can J Diabetes 42:S109–S114

Article  PubMed  Google Scholar 

Herrington WG, Nye HJ, Hammersley MS, Watkinson PJ (2012) Are arterial and venous samples clinically equivalent for the estimation of pH, serum bicarbonate and potassium concentration in critically ill patients? Diabet Med 29:32–35

Article  CAS  PubMed  Google Scholar 

Patel MP, Ahmed A, Gunapalan T, Hesselbacher SE (2018) Use of sodium bicarbonate and blood gas monitoring in diabetic ketoacidosis: a review. World J Diabetes 9:199–205

Article  PubMed  PubMed Central  Google Scholar 

Hamm LL, Nakhoul N, Hering-Smith KS (2015) Acid-Base Homeostasis. Clin J Am Soc Nephrol 10:2232–2242

Article  CAS  PubMed  PubMed Central  Google Scholar 

Agrawal S, Baird GL, Quintos JB et al (2018) Pediatric diabetic ketoacidosis with hyperosmolarity: clinical characteristics and outcomes. Endocr Pr 24:726–732

Article  Google Scholar