Preliminary study on application of artificial neural network to the diagnosis of Alzheimer' s disease with magnetic resonance imaging

Chinese Medical Journal

Volumn 112, Issue 3, 1999, Pages 232-237

  Deng, Xiaoyuan ^a   Li, Kuncheng ^b   Liu, Shuliang ^b  

^a INSTITUTE OF HIGH ENERGY PHYSICS   (China)

^b CAPITAL MEDICAL UNIVERSITY   (China)

Author keywords

Alzheimer' s disease; Artificial neural network; Magnetic resonance imaging

Indexed keywords

AGED; ALZHEIMER DISEASE; ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN; FEMALE; HUMAN; MALE; METHODOLOGY; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY;

AGED; ALZHEIMER DISEASE; BRAIN; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; NEURAL NETWORKS (COMPUTER);

EID: 0039697062     PISSN: 03666999     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (13)

1. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. 4 th ed. Washington DC: American Psychiatric Association, 1994.
2. Burns A, Jacoby R, Levy R. Neurological signs in Alzheimer' s disease. Age Ageing 1991;20:45-51.
3. Jellinger K, Danielczk W, Fischer P, et al. Clinicopathological analysis of dementia disorders in the elderly. J Neurol Sci 1990;95:239-258.
4. Mckhann G, Drachman D, Folstein M, et al. Clinical diagnosis of Alzheimer' s disease: reaport of the NINCDS-ADRDA work group under the auspices of the Department of Health and human Services Task Force on AD disease. Neurology 1984;34:939-944.
5. Pearlson GD, Harris GJ, Powers RE, et al. Quantitative changes in mesial temporal volume, regional cerebral blood flow, and cognition in Alzheimer' s disease. Arch Gen Psychiatry 1992;49:402-408.
6. Watson C, Andermann F, Gloor P, et al. Anatomic basis of amygdaloid and hippocampal volume measurement by magnetic resonance imaging. Neurology 1992;42:1743-1750.
7. Jack CR, Towmey CK, Marsh WR, et al. Anterior temporal lobes and hippocampal formations: normative volumetric measurements from MR images in young adults. Radiology 1989;172:549-554.
8. Kesslak JP, Nalcioglu O, Cotman CW. Quantification of magnetic resonance scans for hippocampal and parahippocampal atrophy in Alzheimer' s disease. Neurology 1991;41:51-54.
9. Erkinjuntti T, Lee DH, Gao F, et al. Temporal lobe atrophy on magnetic resonance imaging in the diagnosis of early Alzheimer' s disease. Arch Neurol 1993;50:305-310.
10. Lehericy S, Baulac M, Charis J, et al. Amygdalohippocampal MR volume measurements in the early stage of Alzheimer disease. ALNR 1994;15:927-937.
11. Duvernoy HM. The human hippocampus: an atlas of applied anatomy. Munich: J F Bergmann Verlag, 1988:25-159.
12. Wang W. An introduction to principals of the artificial neural network. Beijing: Aeronautics and Aviation University Press, 1995: 52-76.
13. Zhang LM. The models and its application of the artificial neural network. Shanghai: Fudan University Press, 1992: 23-51.