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Artificial Intelligence in Medicine
Volume 42, Issue 3
, Pages 199-212
, March 2008
Supporting diagnosis of attention-deficit hyperactive disorder with novelty detection
References
- . associated impairments and patterns of service utilization of children with attention deficit disorder: findings from the Ontario Child Health Study. Journal of Child Psychology and Psychiatry. 1989;30(2):205–217
- . Attention-deficit hyperactivity disorder: a life-span perspective. Journal of Clinical Psychiatry. 1998;7:4–16
- American Psychiatric Association (APA), Diagnostic and statistical manual of mental disorders. 4th ed. Washington, DC, USA: American Psychiatric Association; 1994.
- . Syndromes of attention deficit and hyperactivity. In: Ruttter M, Taylor E, Hersov L editor. Child and adolescent psychiatry: modern approaches. New York, USA: John Wiley; 1994;p. 285–307
- . Behavior disorders of childhood. New Jersey, USA: Prentice Hall; 2006;
- Cho SC, Kim BN, Jung DS, Hwang JW, Shin MS, Lyoo IK, et al. Temperament and character pattern of ADHD in a community, Journal of Korean Academy of Child and Adolescent Psychiatry 2006;17(2):124–130.
- . Diagnostic classification and assessment of psychiatrically referred children with inattention or hyperactivity as chief complaints. Journal of Korean Academy of Child and Adolescent Psychiatry. 1996;7:190–202
- . Effects of amphetamine on vigilance performance in normal and hyperactive children. Journal of Abnormal Child Psychology. 1980;8:491–500
- . Psychological testing. 6th ed. New York, USA: Macmilan Puslishing Company; 1988;
- . Manual for the Restandardized Minnesota Multiphasic Personality Inventory: MMPI-2. An administrative and interpretive guide. Minnesota, USA: University of Minnesota Press; 1989;
- . Novelty detection: a review. Part 1. Statistical approaches. Signal Processing. 2003;83(12):2481–2497
- . Novelty detection: a review. Part 2. Neural network based approaches. Signal Processing. 2003;83(12):2499–2521
- . Novelty detection and neural network validation. IEE Proceedings-Vision, Image and Signal Processing. 1994;141(4):217–222
- Tax DMJ. One-class classification, Ph.D. thesis, Delft University of Technology, Delft, The Netherlands; 2001.
- . Estimating the support of a high-dimensional distribution. Neural Computation. 2001;13(7):1443–1471
- . EvIdentTM: a functional magnetic resonance image analysis system. Artificial Intelligence in Medicine. 2001;21(1–3):263–269
- . Outliers in statistical pattern recognition and an application to automatic chromosome classification. Pattern Recognition Letters. 1997;18(6):525–539
- Tarassenko L, Hayton P, Cerneaz N, Brady M. Novelty detection for the identification of masses in mammograms. In: Institution of Electrical Engineers (editor), Proceedings of the 4th international IEE conference on artificial neural networks. Cambridge, UK: Institution of Electrical Engineers; 1995. p. 442–447.
- . Outliers in statistical data. New York, USA: Wiley and Sons; 1994;
- . Neural networks for pattern recognition. New York, USA: Oxford University Press; 1995;
- . Finite mixture models. New York, USA: John Wiley and Sons; 2000;
- . Statistical learning theory. New York, USA: John Wiley; 1998;
- . Application of LVQ to novelty detection using outlier training data. Pattern Recognition Letters. 2006;27(13):1572–1579
- . Auto-association by multilayer perceptrons and singular value decomposition. Biological Cybernetics. 1988;59(4–5):291–294
- . Principal component analysis. New York, USA: Springer-Verlag; 1986;
- . Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation. 1998;10(5):1299–1319
- . Kernel PCA for novelty detection. Pattern Recognition. 2007;40(3):863–874
- . Non-linear principal component analysis using autoassociative neural networks. AIChE Journal. 1991;37(2):233–243
- . Learning in multilayered networks used as autoassociators. IEEE Transactions on Neural Networks. 1995;6(2):512–515
- . A study of the development and standardization of ADHD diagnostic system. Journal of Korean Academy of Child and Adolescent Psychiatry. 2000;11:91–99
- . Medical statistics at a glance. Massachussets, USA: Blackwell Publishing; 2005;
- . An introduction to ROC analysis. Pattern Recognition Letters. 2006;27(8):861–874
- . A continuous performance test for brain damage. Journal of Clinical and Consulting Psychology. 1956;20(5):343–350
- . Assessment of the continuous performance test: reliability and validity in a nonreferred sample. Psychological Assessment. 1991;3(4):603–608
- . Comorbidity of attention deficit hyperactivity disorder with conduct, depressive, anxiety and other disorders. American Journal of Psychiatry. 1991;148(5):564–577
- Intellectual performance and school failure in children with attention deficit hyperactivity disorder and in their siblings. Journal of Abnormal Psychology. 1993;102(4):616–623
- . “Comorbidity” in child and adolescent psychiatry: categorical and quantitative perspectives. Journal of Child and Adolescent Psychopharmacology. 1991;1:271–278
- . Comorbidity in ADHD: implications for research, practice, and DSM-V. Journal of American Academy of Child and Adolescent Psychiatry. 1997;36(8):1065–1079
- . Support vector data description. Machine Learning. 2004;54(1):45–66
PII: S0933-3657(07)00145-5
doi: 10.1016/j.artmed.2007.11.001
© 2007 Elsevier B.V. All rights reserved.
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Artificial Intelligence in Medicine
Volume 42, Issue 3
, Pages 199-212
, March 2008
