Artificial neural network: A new diagnostic posturographic tool for disorders of stance

Clinical Neurophysiology

Volumn 117, Issue 8, 2006, Pages 1692-1698

  Krafczyk, Siegbert ^a   Tietze, Simon ^a   Swoboda, Walter ^a   Valkovič, Peter ^a,b   Brandt, Thomas ^a  

^a UNIVERSITY OF MUNICH   (Germany)

^b Comenius University ^*  (Slovakia)

Author keywords

Artificial neural network; Back propagation algorithm; Neurological diseases; Posturography; Upright stance

Indexed keywords

ADULT; AGED; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; BALANCE DISORDER; BODY EQUILIBRIUM; BODY POSTURE; CEREBELLUM ATROPHY; CLINICAL EXAMINATION; CONTROLLED STUDY; DATA BASE; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; PHOBIA; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; TRAINING; TREMOR; VALIDATION STUDY; VERTIGO; VESTIBULAR NEURONITIS;

ADOLESCENT; ADULT; AGED; FEMALE; HUMANS; MALE; MIDDLE AGED; MUSCULOSKELETAL EQUILIBRIUM; NEURAL NETWORKS (COMPUTER); SENSATION DISORDERS; SENSITIVITY AND SPECIFICITY;

EID: 33746220261     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2006.04.022     Document Type: Article

References (18)

1. Brandt T. Phobic postural vertigo. Neurology 46 (1996) 1515-1519
2. Brandt T., Krafczyk S., and Malsbenden I. Postural imbalance with head extension: improvement by training as a model for ataxia therapy. Ann NY Acad Sci 374 (1981) 636-649
3. Bronstein A.M., and Guerraz M. Visual-vestibular control of posture and gait: physiological mechanisms and disorders. Curr Opin Neurol 12 (1999) 5-11
4. Dichgans J., Mauritz K.H., Allum J.H., and Brandt T. Postural sway in normals and atactic patients: analysis of the stabilising and destabilizing effects of vision. Agressologie 17 (1976) 15-24
5. Diener H.C., Dichgans J., Bacher M., and Gompf B. Quantification of postural sway in normals and patients with cerebellar diseases. Electroencephalogr Clin Neurophysiol 57 (1984) 134-142
6. Dreiseitl S., and Ohno-Machado L. Logistic regression and artificial neural network classification models: a methodology review. J Biomed Inform 35 (2002) 352-359
7. Duda R.O., Hart P.E., and Stork D.G. Pattern classification (2001), Wiley-Interscience, New York
8. Hahn M.E., and Chou L.S. A model for detecting balance impairment and estimating falls risk in the elderly. Ann Biomed Eng 33 (2005) 811-820
9. Hufschmidt A., Dichgans J., Mauritz K.H., and Hufschmidt M. Some methods and parameters of body sway quantification and their neurological applications. Arch Psychiatr Nervenkr 228 (1980) 135-150
10. Jeffery K.J., and Reid I.C. Modifiable neuronal connections: an overview for psychiatrists. Am J Psychiatry 154 (1997) 156-164
11. Krafczyk S., Schlamp V., Dieterich M., Haberhauer P., and Brandt T. Increased body sway at 3.5-8 Hz in patients with phobic postural vertigo. Neurosci Lett 259 (1999) 149-152
12. Loch T., Leuschner I., Genberg C., Weichert-Jacobsen K., Kuppers F., Yfantis E., Evans M., Tsarev V., and Stockle M. Artificial neural network analysis (ANNA) of prostatic transrectal ultrasound. Prostate 39 (1999) 198-204
13. Ohno-Machado L., and Rowland T. Neural network applications in physical medicine and rehabilitation. Am J Phys Med Rehabil 78 (1999) 392-398
14. Querner V., Krafczyk S., Dieterich M., and Brandt T. Patients with somatoform phobic postural vertigo: the more difficult the balance task, the better the balance performance. Neurosci Lett 285 (2000) 21-24
15. Schöllhorn W.I. Applications of artificial neural nets in clinical biomechanics. Clin Biomech (Bristol., Avon.) 19 (2004) 876-898
16. Strupp M., Arbusow V., Maag K.P., Gall C., and Brandt T. Vestibular exercises improve central vestibulospinal compensation after vestibular neuritis. Neurology 51 (1998) 838-844
17. Strupp M., and Brandt T. Vestibular neuritis. Adv Otorhinolaryngol 55 (1999) 111-136
18. Yarrow K., Brown P., Gresty M.A., and Bronstein A.M. Force platform recordings in the diagnosis of primary orthostatic tremor. Gait Posture 13 (2001) 27-34