Aliberti S, Dela Cruz CS, Amati F, Sotgiu G, Restrepo MI. Community-acquired pneumonia. Lancet. 2021;398(10303):906–19. https://doi.org/10.1016/S0140-6736(21)00630-9.
Rothberg MB. Community-Acquired Pneumonia. Ann Intern Med. 2022;175(4):ITC49–64. https://doi.org/10.7326/AITC202204190.
Torres A, Cilloniz C, Niederman MS, et al. Pneumonia. Nat Rev Dis Primers. 2021;7(1):25. https://doi.org/10.1038/s41572-021-00259-0. Published 2021 Apr 8.
Conrad N, Misra S, Verbakel JY, et al. Incidence, prevalence, and co-occurrence of autoimmune disorders over time and by age, sex, and socioeconomic status: a population-based cohort study of 22 million individuals in the UK. Lancet. 2023;401(10391):1878–90. https://doi.org/10.1016/S0140-6736(23)00457-9.
Liang J, Sun C, Xu L, Xu G, Cao H, Lin J. Community-acquired pneumonia and hospital-acquired pneumonia in adult patients with idiopathic inflammatory myopathy: outcome and antibiotic therapy. Rheumatol Ther. 2021;8(1):255–72. https://doi.org/10.1007/s40744-020-00268-7.
Vinogradova Y, Hippisley-Cox J, Coupland C. Identification of new risk factors for pneumonia: population-based case-control study. Br J Gen Pract. 2009;59(567):e329–38. https://doi.org/10.3399/bjgp09X472629.
Article PubMed PubMed Central Google Scholar
Coyne P, Hamilton J, Heycock C, Saravanan V, Coulson E, Kelly CA. Acute lower respiratory tract infections in patients with rheumatoid arthritis. J Rheumatol. 2007;34(9):1832–6.
Holland-Fischer M, Thomsen RW, Tarp U, Nørgaard M. Prognosis of pneumonia in patients with rheumatoid arthritis: the role of medication and disease activity prior to admission a population-based cohort study. RMD Open. 2020;6(1):e001102. https://doi.org/10.1136/rmdopen-2019-001102.
Article PubMed PubMed Central Google Scholar
Peng JM, Du B, Wang Q, et al. Dermatomyositis and Polymyositis in the Intensive Care Unit: a single-Center Retrospective Cohort Study of 102 patients. PLoS ONE. 2016;11(4):e0154441. https://doi.org/10.1371/journal.pone.0154441. Published 2016 Apr 26.
Article CAS PubMed PubMed Central Google Scholar
Cavallazzi R, Furmanek S, Arnold FW, et al. The Burden of Community-Acquired Pneumonia requiring admission to ICU in the United States. Chest. 2020;158(3):1008–16. https://doi.org/10.1016/j.chest.2020.03.051.
Article PubMed PubMed Central Google Scholar
Espinoza R, Silva JRLE, Bergmann A, et al. Factors associated with mortality in severe community-acquired pneumonia: a multicenter cohort study. J Crit Care. 2019;50:82–6. https://doi.org/10.1016/j.jcrc.2018.11.024.
Restrepo MI, Mortensen EM, Rello J, Brody J, Anzueto A. Late admission to the ICU in patients with community-acquired pneumonia is associated with higher mortality. Chest. 2010;137(3):552–7. https://doi.org/10.1378/chest.09-1547.
Tokioka F, Okamoto H, Yamazaki A, Itou A, Ishida T. The prognostic performance of qSOFA for community-acquired pneumonia. J Intensive Care. 2018;6:46. https://doi.org/10.1186/s40560-018-0307-7. Published 2018 Aug 8.
Article PubMed PubMed Central Google Scholar
Zaki HA, Hamdi Alkahlout B, Shaban E, et al. The battle of the Pneumonia predictors: a Comprehensive Meta-Analysis comparing the Pneumonia Severity Index (PSI) and the CURB-65 score in Predicting Mortality and the need for ICU support. Cureus. 2023;15(7):e42672. https://doi.org/10.7759/cureus.42672. Published 2023 Jul 29.
Article PubMed PubMed Central Google Scholar
Torres A, Chalmers JD, Dela Cruz CS, et al. Challenges in severe community-acquired pneumonia: a point-of-view review. Intensive Care Med. 2019;45(2):159–71. https://doi.org/10.1007/s00134-019-05519-y.
Article PubMed PubMed Central Google Scholar
García-Guevara G, Ríos-Corzo R, Díaz-Mora A, et al. Pneumonia in patients with systemic lupus erythematosus: Epidemiology, microbiology and outcomes. Lupus. 2018;27(12):1953–9. https://doi.org/10.1177/0961203318799207.
Shamout F, Zhu T, Clifton DA. Machine learning for clinical outcome prediction. IEEE Rev Biomed Eng. 2021;14:116–26. https://doi.org/10.1109/RBME.2020.3007816.
Greener JG, Kandathil SM, Moffat L, Jones DT. A guide to machine learning for biologists. Nat Rev Mol Cell Biol. 2022;23(1):40–55. https://doi.org/10.1038/s41580-021-00407-0.
Article CAS PubMed Google Scholar
Khene ZE, Bigot P, Doumerc N, et al. Application of machine learning models to Predict Recurrence after Surgical Resection of Nonmetastatic Renal Cell Carcinoma. Eur Urol Oncol. 2023;6(3):323–30. https://doi.org/10.1016/j.euo.2022.07.007.
Yu YD, Lee KS, Man Kim J, et al. Artificial intelligence for predicting survival following deceased donor liver transplantation: retrospective multi-center study. Int J Surg. 2022;105:106838. https://doi.org/10.1016/j.ijsu.2022.106838.
Chen Y, Chen H, Sun Q, et al. Machine learning model identification and prediction of patients’ need for ICU admission: a systematic review. Am J Emerg Med. 2023;73:166–70. https://doi.org/10.1016/j.ajem.2023.08.043.
Metlay JP, Waterer GW, Long AC, et al. Diagnosis and treatment of adults with community-acquired Pneumonia. An Official Clinical Practice Guideline of the American Thoracic Society and Infectious Diseases Society of America. Am J Respir Crit Care Med. 2019;200(7):e45–67. https://doi.org/10.1164/rccm.201908-1581ST.
Article PubMed PubMed Central Google Scholar
Bohan A, Peter JB. Polymyositis and dermatomyositis (first of two parts). N Engl J Med. 1975;292(7):344–7. https://doi.org/10.1056/NEJM197502132920706.
Article CAS PubMed Google Scholar
Aletaha D, Neogi T, Silman AJ, et al. 2010 rheumatoid arthritis classification criteria: an American College of Rheumatology/European League against Rheumatism collaborative initiative. Arthritis Rheum. 2010;62(9):2569–81. https://doi.org/10.1002/art.27584.
Vitali C, Bombardieri S, Moutsopoulos HM, et al. Assessment of the European classification criteria for Sjögren’s syndrome in a series of clinically defined cases: results of a prospective multicentre study. The European Study Group on Diagnostic Criteria for Sjögren’s syndrome. Ann Rheum Dis. 1996;55(2):116–21. https://doi.org/10.1136/ard.55.2.116.
Article CAS PubMed PubMed Central Google Scholar
Preliminary criteria for the classification of systemic sclerosis (scleroderma). Subcommittee for scleroderma criteria of the American Rheumatism Association Diagnostic and Therapeutic Criteria Committee. Arthritis Rheum. 1980;23(5):581–90. https://doi.org/10.1002/art.1780230510.
Wolf L, Sheahan M, McCormick J, Michel B, Moskowitz RW. Classification criteria for systemic lupus erythematosus. Frequency in normal patients. JAMA. 1976;236(13):1497–9.
Article CAS PubMed Google Scholar
Sharp GC, Irvin WS, Tan EM, Gould RG, Holman HR. Mixed connective tissue disease–an apparently distinct rheumatic disease syndrome associated with a specific antibody to an extractable nuclear antigen (ENA). Am J Med. 1972;52(2):148–59. https://doi.org/10.1016/0002-9343(72)90064-2.
Article CAS PubMed Google Scholar
Sanchez-Pinto LN, Venable LR, Fahrenbach J, Churpek MM. Comparison of variable selection methods for clinical predictive modeling. Int J Med Inf. 2018;116:10–7. https://doi.org/10.1016/j.ijmedinf.2018.05.006.
McHugh ML. Interrater reliability: the kappa statistic. Biochem Med (Zagreb). 2012;22(3):276–82.
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