Outcome prediction in adult respiratory distress syndrome using discriminant analysis of cardiorespiratory data

التفاصيل البيبلوغرافية
العنوان: Outcome prediction in adult respiratory distress syndrome using discriminant analysis of cardiorespiratory data
المؤلفون: T, Gondos, K, Szabó, G, Jokkel, I, Pénzes
المصدر: Acta medica Hungarica. 48(1-2)
سنة النشر: 1991
مصطلحات موضوعية: Male, Respiratory Distress Syndrome, Partial Pressure, Respiration, Discriminant Analysis, Blood Pressure, Middle Aged, Prognosis, Cardiovascular System, Oxygen, Treatment Outcome, Humans, Female, Vascular Resistance, Retrospective Studies
الوصف: In order to examine the prognostic value of different cardiopulmonary variables in adult respiratory distress syndrome the data of 30 patients with this illness were studied retrospectively. The patients were divided into 3 groups: Group A: survivors (9 cases, 40 examinations), Group B: early stage nonsurvivors (8 cases, 37 examinations), Group C: late stage nonsurvivors (19 cases, 89 examinations). In 6 nonsurvivor patients a few measurements were done in the early and late stage, too. There were highly significant differences between Groups A and C (mean pulmonary arterial pressure, pulmonary arterial diastolic pressure minus pulmonary capillary wedge pressure, left ventricular stroke work index, systemic and pulmonary vascular resistance, inspired oxygen fraction, arterial oxygen tension per inspired oxygen fraction, mixed venous oxygen saturation, pulmonary shunt fraction, and oxygen delivery, but the differences in relation to other groups were less prominent. Using a step-wise discriminant analysis, it was found that the oxygenation parameters alone determined the outcome correctly in 68-75%. Extending the analysis to haemodynamic variables the result improved (72-80%). Similar prediction was obtained when parameters potentionally measurable by noninvasive methods were analysed (69-80%). These results suggest that it is possible to predict the outcome of ARDS correctly without any invasive monitoring technique.
تدمد: 0236-5286
URL الوصول: https://explore.openaire.eu/search/publication?articleId=pmid________::652f1e8cd0d5e8143b9c5c5be6019b81
https://pubmed.ncbi.nlm.nih.gov/1813858
رقم الانضمام: edsair.pmid..........652f1e8cd0d5e8143b9c5c5be6019b81
قاعدة البيانات: OpenAIRE