Detection of brain conditions from evoked responses using artificial neural networks

IEE Colloquium (Digest)

Volumn , Issue 100, 1996, Pages

  Jervis, B W ^a   Roberts, T ^a   Lacey, A ^a   Woodcock, R ^a   Yu, S ^a   Harrison, R F ^b   Lim, C P ^b   Allen, E M ^c   Oke, S ^d  

^a SHEFFIELD HALLAM UNIVERSITY   (United Kingdom)

^b UNIVERSITY OF SHEFFIELD   (United Kingdom)

^c DERRIFORD HOSPITAL   (United Kingdom)

^d Barrow Hospital   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BRAIN; CLASSIFICATION (OF INFORMATION); NEURAL NETWORKS; STATISTICAL METHODS;

CONTINGENT NEGATIVE VARIATION (CNV);

COMPUTER AIDED DIAGNOSIS;

EID: 0030397051     PISSN: 09633308     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (27)

1. W. G. Walter, R. Cooper, V. J. Aldridge, W.C. McCallum, and A. L. Winter, "Contingent negative variation: An electric sign of sensorimotor association expectancy in human brain", Nature, vol. 230, pp. 380-384, 1964.
2. W. C. McCallum, "Potentials related to expectancy, preparation and motor activity", in T. W . Picton (ed): Human event-related potentials, Handbook of electroencephalography and clinical neurophysiology, New York, Elsevier, 1988, Revised Series, vol. 3, pp. 427-534.
3. J. J. Tecce and L. Cattanach, "Contingent negative variation (CNV)", in E. Niedermeyer and F. L. Silva (Eds): Electroencephalography basic principles, clinical applications and related fields, Urban and Schwartzenberg, 1987, pp. 657-679.
4. B. Dubrovski and M. Dongier, "Evaluation of event-related slow potentials in selected groups of psychiatric patients", in W. C. McCallum and J. R. Knott (Eds): The Responsive Brain, Wright and Sons, 1976, pp. 150-153.
5. J. Vonsattel, "Neuropathologic of Huntington's disease: Dynamics of the striatal neuropathological changes, including unusual findings and differential diagnosis", Movement Disorders, vol. 7, Suppl. 1, pMLP5.
6. A. C. Guyton, Basic human physiology: normal function and mechanisms of disease, W. B. Saunders Company, 1977, 2nd edn., Chapter 35.
7. J. J. Tecce, "Contingent negative variation (CNV) and psychological processes in man", Psychol. Bull., vol. 77, No. 2, pp. 73-103, 1972.
8. B. W. Jervis, M. R. Saatchi, E. M. Allen, N. R. Hudson, S. Oke, and M. Grimsley, "Pilot study of computerised differentiation of Huntington's disease, schizophrenic, and Parkinson's disease patients using the Contingent Negative Variation", Med Biol Eng & Comput vol 32, pp. 31-8, January, 1993.
9. B. W. Jervis, M. R. Saatchi, A. Lacey, T. Roberts, E. M. Allen, N. R. Hudson, S. Oke, and M. Grimsley, "Artificial neural network and spectrum analysis methods for detecting brain diseases from the CNV response in the electroencephalogram", IEE Proc, Pt A, Science, Measurement and Technology, vol 141, No. 6, pp. 432-440, November, 1994.
10. M. R. Saatchi, S. Oke, E. M. Allen, B. W. Jervis, and N. Hudson, "Signal processing of the Contingent Negative Variation in schizophrenia using multilayer perceptrons and predictive statistical diagnosis", IEE Proc. Pt A, Science, Measurement and Technology, vol 142, No. 4, pp. 269-276, July, 1995.
11. B. W. Jervis, S. Yu, M. R. Saatchi, E. M. Allen, "The sensitivity of multilayer perceptrons for differentiating between the CNV waveforms of schizophrenic, Parkinson's disease, and Huntington's Disease subjects", International Conference on Neural Networks and Expert Systems in Medicine and Healthcare, August 24-26, Plymouth, 1994
12. M. Timsit-Berthier, A. Geono, J. C. Rousseau, H. Mantanus, P. Abraham, F. H. M. Verhay, T. Lamers, and P. Edmonds, "An international pilot study of CNV in mental illness: second report", in R. Karrer, J. Cohen, and P. Tueting (Eds). Brain and information: event related potentials, New York, Academy of Sciences, 1984, pp. 629-637.
13. P. Abraham, "Two measures of mental illness: contingent negative variation and spiral after-effect", Comp. Biochem. Physiol, vol. 93A, No. 1, pp. 291-203, 1989.
14. W. C. McCallum, W. G. Walter, A. Winter, L. Scotton, and B. Cummins, "The contingent negative variation in cases of known brain lesion", Electroencephalography and Clinical Neurophysiol., vol. 28, p.220, 1970
15. J. Cohen, "Cerebral psychophysiology: the contingent negative variation" in R.F. Thompson, and M. M. Patterson (Eds), Methods in physiological psychology: Bioelectric recording techniques IB: Electroencephalography and human brain potentials, New York, Academic Press, 1967, pp. 259-280.
16. B. W. Jervis, E. Allen, T. E. Johnson, M. J. Nichols, and N. R. Hudson, "The application of pattern recognition techniques to the contingent negative variation for the differentiation of subject categories", IEEE Trans. Biomed. Eng, vol. BME-31, No. 4, pp. 342-348, 1984.
17. M. R. Saatchi and B. W. Jervis, "PC-based integrated system developed to diagnose specific brain disorders", Comput. Control Eng. J, vol.2, No. 2, pp. 61-68, 1991.
18. B. W. Jervis, E. C. Ifeachor, and E. M. Allen, "The removal of ocular artefacts from the electroencephalogram: a review", Med. Biol. Eng. Comput, vol. 26, pp. 2-12, 1988.
19. D. E. Rumelhart, G. E. Hinton, and R. J. Williams, "Learning representations by back-propagation errors", Nature, vol. 323, pp. 533-536, 1986.
20. T. Kohonen, "The Self-organising Map", Proc. IEE, vol. 78, pp. 1464-1480, 1990.
21. G. A. Carpenter and S. Grossberg, "ART2: Self-organisation of stable category recognition codes for analogue input patterns", Applied Optics, vol. 26, No. 23, pp. 4919-4946.
22. G. A. Carpenter, S. Grossberg, N. Markuzon, J. H. Reynolds, and D. B. Rosen, "Fuzzy ARTMAP: a neural network architecture for incremental supervised learning of analog multidimensional maps", IEEE Trans Neural Networks, vol 3, No. 5, pp. 698-713, September, 1992.
23. G. A. Carpenter, S. Grossberg, and D. B. Rosen, "Fuzzy ART: An adaptive resonance algorithm for rapid, stable classification of analog patterns", Proc. Int. Joint Conf Neural Networks, vol II, pp. 411-420
24. G. A. Carpenter, S. Grossberg, and D. B. Rosen, "Fuzzy ART: Fast stable learning and categorisation of analogue patterns by an adaptive resonance system", Neural Networks, vol. 4, pp. 759-771, 1991.
25. G. A. Carpenter, S. Grossberg, and J. H. Reynolds, "ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organising neural network", Neural Networks, vol. 4, pp. 565-588, 1991.
26. L. Zadeh, "Fuzzy sets", Inform. Contr., vol. 8, pp. 338-353, 1965.
27. G. A. Carpenter and S. Grossberg, "A massively parallel architecture for a self-organising neural pattern recognition machine", Computer Vision, Graphics, and Image Pocessing, vol. 37, pp. 54-115, 1987.