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1.
Zh Nevrol Psikhiatr Im S S Korsakova ; 118(12. Vyp. 2): 81-86, 2018.
Article Ru | MEDLINE | ID: mdl-30830122

AIM: To work out the techniques of forecasting the development of postoperative cognitive dysfunction in early and late periods after coronary bypass surgery using fully connected multilayer neural networks. MATERIAL AND METHODS: Based on the study of 264 patients with stroke, 9 neural network models for prognosis of cognitive dysfunction after coronary bypass surgery and 7 models for prognosis of cognitive dysfunction 12 months after surgery were built. Fully connected multilayer neural networks of direct propagation were used for working-out the prognostic techniques. RESULTS AND CONCLUSION: The high prognostic significance of neural networks in relation to cognitive disorders in early and late periods after coronary bypass surgery under extracorporeal circulation was demonstrated. Possibilities of creating neural networks make their application in cardiac surgery clinics available and promising.


Cognitive Dysfunction , Coronary Artery Bypass , Myocardial Ischemia , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/etiology , Coronary Artery Bypass/adverse effects , Extracorporeal Circulation , Humans , Myocardial Ischemia/surgery , Postoperative Complications , Prognosis
2.
Article Ru | MEDLINE | ID: mdl-27735897

AIM: To evaluate the efficacy of computer-based stimulation programs in the correction of postoperative cognitive dysfunction in patients with ischemic heart disease in remote period after coronary artery bypass surgery. MATERIAL AND METHODS: The study involved 74 patients. All patients underwent a drug therapy and the rehabilitation course using computer-based stimulation programs (1 time per day for 20 minutes during10 days). Coronary artery bypass surgery was performed for all patients. Patients were examined before operation, after 6 and 12 months. RESULTS: The significant improvement of higher cortical functions assessed with the FAB scale, the Schulte test, associated thinking test, ten-word retrieval test at the first attempt, the Clock drawing test) was revealed in the group using computer-based stimulation programs in comparison with the control group. CONCLUSION: It is found that rehabilitation course using computer-based stimulation programs in patients with ischemic heart disease after coronary artery bypass surgery is the effective method of cognitive function correction.


Cognitive Behavioral Therapy/methods , Cognitive Dysfunction/therapy , Coronary Artery Bypass/adverse effects , Coronary Artery Bypass/rehabilitation , Coronary Artery Disease/surgery , Postoperative Complications/therapy , Software , Therapy, Computer-Assisted/methods , Aged , Cognition , Cognitive Dysfunction/etiology , Female , Humans , Male , Middle Aged , Postoperative Complications/etiology
3.
Bull Exp Biol Med ; 156(1): 98-100, 2013 Nov.
Article En | MEDLINE | ID: mdl-24319740

The content of low-molecular-weight components in blood serum was studied by tandem mass-spectrometry in pregnant women. Serum metabolic profiles of patients with a grave obstetrical history were detected. The most significant changes were observed for the concentrations of low-molecular-weight substances involved in glucogenesis and ß-oxidation processes and in metabolic chains involving carbohydrates, carnitines, amino acids, and lipids.


Abortion, Spontaneous/blood , Amino Acids/blood , Biomarkers/blood , Carnitine/analogs & derivatives , Carnitine/blood , Case-Control Studies , Female , Hexoses/blood , Humans , Phosphatidylcholines/blood , Pregnancy , Sphingomyelins/blood
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