scholarly journals Analysis of Indications for Electrotherapy Using Classification Trees

2021 ◽  
Vol 66 (3) ◽  
pp. 587-596
Author(s):  
Roman Załuska ◽  
Anna Justyna Milewska ◽  
Joanna Olszewska ◽  
Wojciech Drygas

Abstract Electrotherapy is a dynamically developing method of treatment of sinus node dysfunction and atrioventricular conduction disturbances. It is an extremely important method used in the treatment of heart failure. The aim of this paper was to use classification trees for the differentiation between patients implanted with one of the three electrotherapy devices, i.e. SC-VVI/AAI, DC-DDD, ICD/CRT. The analysed data concerned 2071 patients who underwent implantation or device replacement procedures in the years 2010–2018, hospitalized in a coronary care unit. CART-type classification trees with 5-fold cross-validation were used for the analysis. The decision concerning the choice of a particular electrotherapy device is always made based on the latest guidelines and the patient’s clinical condition. The used classification trees may enable verification of the state of implementation of guidelines in real-life therapeutic decisions.

1984 ◽  
Vol 23 (04) ◽  
pp. 209-213
Author(s):  
B. J. Northover

SummaryAnalysis of electrocardiograms tape-recorded from patients admitted to hospital with acute myocardial infarction revealed that the pattern of ventricular extrasystolic activity was not significantly different among those who subsequently developed ventricular fibrillation and those who did not. Episodes of ventricular fibrillation occurred predominantly within 4 hours from the start of infarction. Patients were 3 times less likely to survive an episode of ventricular fibrillation if they also had left ventricular failure than if this feature was absent. Management of episodes of ventricular fibrillation was compared in patients before and after the creation of a specially staffed and equipped coronary care unit. The success of electric shock as a treatment for ventricular fibrillation was similar before and after the creation of the coronary care unit. An attempt was made to determine which features in the management of ventricular fibrillation in this and in previously published series were associated with patient survival.


1980 ◽  
Vol 44 (03) ◽  
pp. 135-137 ◽  
Author(s):  
Thorkild Lund Andreasen

SummaryAntithrombin III (At-III) was measured at the time of admission and two days later in 131 patients laid up in a coronary care unit. The patients were examined for deep-vein thrombosis (DVT) clinically and by means of 125I-fibrinogen scanning. 19 patients developed DVT. In 11 subjects with and 25 without DVT At-III decreased more than 10%. And in 7 with and 17 without DVT At-III decreased more than 15%. One person with DVT had subnormal At-III. By using decrease of At-III or subnormal initial At-III to predict DVT the following predictive value (PV) were found. Decrease ≤ 10%, PV pos.= 0.32 and PV neg. = 0.93. Decrease ≤ 15%, PV pos. = 0.32 and PV neg. = 0.90. The positive predictive values obtained were too low to let decreasing At-III give occasion for prophylactic anticoagulant treatment.


Author(s):  
Hussein Ali Sahib ◽  
Bassim Irhiem Mohammed ◽  
Ban A. Abdul Majid

Despite the unmistakable beneficial effect of clopidogrel on platelet aggregation,still there are some patient poorly responds to clopidogrel that may lead to worse cardiovascular clinical events.One hundred and twenty seven patients with cardiovascular disease (ACS,stroke,or TIA) were enrolled as a study group. Patients were recruited at coronary care unit (CCU) of Al-Yarmouk Teaching Hospital. Paletlet assessment was done by using light transmission aggregometry. between the patients that enrolled in this study there are significant inter-individual variability both skewness and Kurtosis were negative (-0.450,-0.130) respectively. 24% of patient enrolled in this study were hyporesponder.


1986 ◽  
Vol 40 (1) ◽  
pp. 71-80 ◽  
Author(s):  
Alfred W Rademaker ◽  
Joyce Kellen ◽  
Yun K Tam ◽  
D George Wyse

2021 ◽  
Vol 10 (Supplement_1) ◽  
Author(s):  
M Rivadeneira Ruiz ◽  
DF Arroyo Monino ◽  
T Seoane Garcia ◽  
MP Ruiz Garcia ◽  
JC Garcia Rubira

Abstract Funding Acknowledgements Type of funding sources: None. Objectives Mechanical ventilation is the short-term technical support most widely used and cardiac arrest its main indication in a Coronary Care Unit (CCU). However, the knowledge about the specific moment and ventilator mode of onset to avoid the acute lung injury is still equivocal. Our objective is to determine the survival rate and the prognostic factors in patients supported by mechanical ventilation. Methods We conducted a retrospective cohort study of adult patients admitted to the CCU between January 2018 and November 2020 that received mechanical ventilation during the hospital stay. Results We collected 94 patients, 28% females with a median age of 68 ± 11,9. 43% were diabetics and almost one quarter of them had some degree of chronic obstructive pulmonary disease (COPD). Ischemic cardiopathy (33%) and heart failure (31%) were frequent pathologies as well as renal injury (29% patients a filtration rate below 45 mL/min/1,73m2). The reason for initiating mechanical ventilation was cardiac arrest in the half of the patients. Volume-controlled ventilation (73%) was the initial setting mode in most cases. The support with vasoactive drugs were highly necessary in these patients (Infection rate of 48%). In the subgroup analysis, we realized that the number of reintubations and the necessity of non-invasive ventilation were higher in the COPD group (p = 0,01), as well as tracheostomy (p = 0,03). COPD patients also needed higher maintaining PEEP, though this was not statistically significant. The mean length of stay in the intensive care unit of our cohort was 11 days (range: 1-78 days; median: 8 days) and the mean length of mechanical ventilation 6 days (range: 1-64 days; median: 3 days). The in-hospital mortality was 41,4%. Conclusions Cardiac arrest is the most common reason of mechanical ventilation support. Our study showed that COPD patients presented more complications during the weaning and the period after extubation. In-hospital mortality remains high in intubated patients.


1973 ◽  
Vol 2 (25) ◽  
pp. 1113-1116 ◽  
Author(s):  
Frances J. McGrath ◽  
James S. Robinson

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