Top Abstract Purchase Related
Home
>
Node
>
Subnode

Diagnosis and prognosis of cerebral ischemic disturbances course using a method of artificial neuronal networks

Ivanov, I.S.; Semin, G.F.

Zhurnal Nevrologii i Psikhiatrii Imeni S.S. Korsakova 2004(Suppl 12): 29-33

2004

ISSN/ISBN: 1997-7298
PMID: 15628584
Document Number: 582579
Based on the data of examination of 224 patients with different stages of cerebral ischemic disturbances (CID) and 84 age-matched controls, an artificial neuronal network was constructed and tried in differential diagnosis of CID stages according to the data of transcranial ultrasonic dopplerography. Diagnostic efficacy of the network was 80% for sensitivity, 100% for specificity and 82.7% for reliability. A modeling of the influence of the main risk factors for cerebral ischemia and of the reserve state of cerebral hemodynamics for establishing the stage of CID was performed.

Document emailed within 1 workday
Secure & encrypted payments

Lábos, E. 1993: A unit paradox for artificial neuronal networks Neurobiology 1(3): 207-222
Wiborg, A.; Widder, B. 1998: Ischemic cerebral infarct in young adults. An overview of epidemiology, etiology, diagnosis and prognosis Fortschritte der Medizin 116(13): 20-24; 26-27
Romeo, M.; Burden, F.; Quinn, M.; Wood, B.; McNaughton, D. 1998: Infrared microspectroscopy and artificial neural networks in the diagnosis of cervical cancer Cellular and Molecular Biology 44(1): 179-187
Porter, C.R.; Crawford, E.D. 2003: Combining artificial neural networks and transrectal ultrasound in the diagnosis of prostate cancer Oncology 17(10): 1395-1399; Discussion 1399: 1403-1406
Iasnitskiĭ, L.N.; Dumler, A.A.; Bogdanov, K.V.; Poleshchuk, A.N.; Cherepanov, F.M.; Makurina, T.V.; Chugaĭnov, S.V. 2013: Diagnosis and prognosis of cardiovascular diseases on the basis of neural networks Meditsinskaia Tekhnika 3: 42-44
Appel, E.; Damşa, T.; Kreindler, A. 1976: Disturbances of cerebral vascular dynamics produced in the cat on an ischemic-hypoxic background. Note I. Histologic, capillary-morphometric and biochemical data Neurologie et Psychiatrie 14(2): 147-153
Roşianu, C.; Bicescu, E. 1971: Long-term functional prognosis in ischemic cerebral vascular accidents Neurologia Psihiatria Neurochirurgia 16(2): 165-173
Bugliosi, R.; Spera, G.; La Torre, A.; Campoli, L.; Scaglione, M. 2006: Artificial intelligence approach with the use of artificial neural networks for the creation of a forecasting model of Plasmopara viticola infection Communications in Agricultural and Applied Biological Sciences 71(3): 859-865
Cao, W.-s. 2006: Effect of acupuncture at early stage on prognosis of the infantile of anoxic and ischemic cerebral injury Zhongguo Zhen Jiu 26(1): 18-20
Dausheva, A.A.; Belousova, O.B.; Miakota, A.E.; Tissen, T.P.; Sazonova, O.B.; Shishkina, L.V. 1996: The prognosis of the ischemic complications due to a cerebral arterial spasm after subarachnoid hemorrhages (clinico-dopplerographic comparisons) Zhurnal Voprosy Neirokhirurgii Imeni N. N. Burdenko 2: 6-11
Spano, P.; Nappi, G.; Memo, M.; Blandini, F. 2002: Neuronal networks in emotions Functional Neurology 17(3): 111-112
Tenhagen, A.; Feuring, T.; Lippe, W.M. 1998: Testing the identity of hashish samples with ICP-AES and NAA and data handling with neural networks. 2. Data verification with the use of artificial neural networks Die Pharmazie 53(1): 39-42
Becker, K. 1970: Clinical studies of the nitrous oxide method for determination of the cerebral blood flow in the diagnosis of cerebral vascular processes Medizinische Klinik 65(28): 1323-1327
Faingold, C.L. 1999: Neuronal networks in the genetically epilepsy-prone rat Advances in Neurology 79: 311-321
Lebkowski, J.; Borucki, Z.; Połocki, B.; Mariak, Z.; Borucka, A.; Kopystecki, E. 1978: Usefulness of carotid artery compression test in the diagnosis of cerebral circulation disorders in patients with cerebral aneurysm. Evaluation by the rheoencephalographic method Neurologia i Neurochirurgia Polska 12(1): 51-55
Hai, J.; Su, S.-H.; Lin, Q.; Zhang, L.; Wan, J.-F.; Li, H.; Chen, Y.-Y.; Lu, Y. 2010: Cognitive impairment and changes of neuronal plasticity in rats of chronic cerebral hypoperfusion associated with cerebral arteriovenous malformations Acta Neurologica Belgica 110(2): 180-185
Dávalos Errando, A. 1996: Clinical aspects, diagnosis, prognosis. Diagnostic methods in cerebral infarction Revista Clinica Espanola 196(Suppl 3): 10-13
Dolbakian, E.E.; Merzhanova, G.K. 2000: Functional organization of local neuronal networks in the cat neocortex. Dependence on the food motivation Rossiiskii Fiziologicheskii Zhurnal Imeni I.M. Sechenova 86(5): 598-607
Quirico, N.; Kniahynicki, C.; Castellano, A.E. 1986: Role of echocardiography in the diagnosis of cerebral ischemic attacks of embolic origin Minerva Medica 77(47-48): 2223-2226
Dambinova, S.A.; Skoromets, A.A.; Skoromets, A.P.; Skoromets, T.A.; Shumilina, M.V. 2010: Role and place of biochemical markers in diagnosis of cerebral ischemic stroke Zhurnal Nevrologii i Psikhiatrii Imeni S.S. Korsakova 110(9 Part 2): 24-29