메뉴 건너뛰기




Volumn 75, Issue 1, 2004, Pages 11-22

Design and implementation of an SVM-based computer classification system for discriminating depressive patients from healthy controls using the P600 component of ERP signals

Author keywords

Depression; Event related potentials ERPs; P600 component; Pattern recognition

Indexed keywords

COMPUTATIONAL METHODS; ELECTROENCEPHALOGRAPHY; NEUROPHYSIOLOGY; PATIENT TREATMENT; PSYCHOPHYSIOLOGY; WAVEFORM ANALYSIS;

EID: 2442623055     PISSN: 01692607     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cmpb.2003.09.003     Document Type: Article
Times cited : (72)

References (33)
  • 1
    • 0026216335 scopus 로고
    • Depressive deficits in memory: Focusing attention improves subsequent recall
    • Hertel P.T., Rude S.S. Depressive deficits in memory: focusing attention improves subsequent recall. J. Exp. Psychol. Gen. 120:1991;301-309
    • (1991) J. Exp. Psychol. Gen. , vol.120 , pp. 301-309
    • Hertel, P.T.1    Rude, S.S.2
  • 2
    • 0000485163 scopus 로고    scopus 로고
    • Regional brain activity in emotion: A framework for understanding cognition in depression
    • Heller W., Nitschke J.B. Regional brain activity in emotion: a framework for understanding cognition in depression. Cognition Emotion. 11:1998;637-661
    • (1998) Cognition Emotion , vol.11 , pp. 637-661
    • Heller, W.1    Nitschke, J.B.2
  • 5
    • 0001904955 scopus 로고    scopus 로고
    • Event-related potentials: Methods, theory, and applications
    • J. Cacioppo, L. Tassinary, G. Bernston (Eds.), Cambridge University Press, New York, NY
    • M. Fabiani, G. Gratton, M. Coles, Event-related potentials: methods, theory, and applications, in: J. Cacioppo, L. Tassinary, G. Bernston (Eds.), Handbook of Psychophysiology, Cambridge University Press, New York, NY, 2000, pp. 53-84.
    • (2000) Handbook of Psychophysiology , pp. 53-84
    • Fabiani, M.1    Gratton, G.2    Coles, M.3
  • 8
    • 0001886341 scopus 로고    scopus 로고
    • Working memory: The multiple-component model
    • A. Miyake, P. Shah (Eds.), Cambridge University Press, New York, NY
    • A. Baddeley, R. Logie, Working memory: the multiple-component model, in: A. Miyake, P. Shah (Eds.), Models of Working Memory, Cambridge University Press, New York, NY, 1999, pp. 28-61.
    • (1999) Models of Working Memory , pp. 28-61
    • Baddeley, A.1    Logie, R.2
  • 10
    • 0028231318 scopus 로고
    • Effects of choice complexity on different subcomponents of the late positive complex of the event-related potential
    • Falkenstein M., Hohnsbein J., Hoormann J. Effects of choice complexity on different subcomponents of the late positive complex of the event-related potential. Electroencephalogr. Clin. Neurophysiol. 92:1994;148-160
    • (1994) Electroencephalogr. Clin. Neurophysiol. , vol.92 , pp. 148-160
    • Falkenstein, M.1    Hohnsbein, J.2    Hoormann, J.3
  • 11
    • 0034284018 scopus 로고    scopus 로고
    • Working memory dysfunction in major depression: An event-related potential study
    • Pelosi L., Slade T., Blumhardt L.D., Sharma V.K. Working memory dysfunction in major depression: an event-related potential study. Clin. Neurophysiol. 111:2000;1531-1543
    • (2000) Clin. Neurophysiol. , vol.111 , pp. 1531-1543
    • Pelosi, L.1    Slade, T.2    Blumhardt, L.D.3    Sharma, V.K.4
  • 14
    • 0034257891 scopus 로고    scopus 로고
    • Detection of multiple sclerosis with visual evoked potentials - An unsupervised computational intelligence system
    • Dasey T.J., Micheli-Tzanakou E. Detection of multiple sclerosis with visual evoked potentials - an unsupervised computational intelligence system. IEEE T. Inf. Technol. Biomed. 4:2000;216-224
    • (2000) IEEE T. Inf. Technol. Biomed. , vol.4 , pp. 216-224
    • Dasey, T.J.1    Micheli-Tzanakou, E.2
  • 15
    • 0030957556 scopus 로고    scopus 로고
    • Parallel principal component neural networks for classification of event-related potentials
    • Sveinsson J.R., Benediktsson J.A., Stefansson S.B., Davidsson K. Parallel principal component neural networks for classification of event-related potentials. Med. Eng. Phys. 19:1997;15-20
    • (1997) Med. Eng. Phys. , vol.19 , pp. 15-20
    • Sveinsson, J.R.1    Benediktsson, J.A.2    Stefansson, S.B.3    Davidsson, K.4
  • 16
    • 2442621526 scopus 로고    scopus 로고
    • Using genetic algorithm to identify the discriminatory subset of multi-channel spectral bands for visual response
    • Palaniappan R., Paramesran R. Using genetic algorithm to identify the discriminatory subset of multi-channel spectral bands for visual response. Appl. Soft Comput. 2:2002;48-60
    • (2002) Appl. Soft Comput. , vol.2 , pp. 48-60
    • Palaniappan, R.1    Paramesran, R.2
  • 17
    • 0141763722 scopus 로고    scopus 로고
    • A decision support system of evoked potentials for the classification of patients with first-episode schizophrenia
    • Vasios C., Papageorgiou C., Matsopoulos G.K., Nikita K.S., Uzunoglu N. A decision support system of evoked potentials for the classification of patients with first-episode schizophrenia. German J. Psychiatr. 5:2002;78-84
    • (2002) German J. Psychiatr. , vol.5 , pp. 78-84
    • Vasios, C.1    Papageorgiou, C.2    Matsopoulos, G.K.3    Nikita, K.S.4    Uzunoglu, N.5
  • 20
    • 0015021890 scopus 로고
    • The assessment and analysis of handedness: The Edinburgh Inventory
    • Oldfield R.C. The assessment and analysis of handedness: the Edinburgh Inventory. Neuropsychologia. 9:1971;97-113
    • (1971) Neuropsychologia , vol.9 , pp. 97-113
    • Oldfield, R.C.1
  • 22
    • 0036970873 scopus 로고    scopus 로고
    • Changes of P300 elicited during a working memory test in individuals with depersonalization-derealization experiences
    • Papageorgiou C., Ventouras E., Uzunoglu N., Rabavilas A., Stefanis C. Changes of P300 elicited during a working memory test in individuals with depersonalization-derealization experiences. Neuropsychobiology. 46:2002;70-75
    • (2002) Neuropsychobiology , vol.46 , pp. 70-75
    • Papageorgiou, C.1    Ventouras, E.2    Uzunoglu, N.3    Rabavilas, A.4    Stefanis, C.5
  • 23
    • 0000147667 scopus 로고
    • The ten-twenty electrode system of the International Federation
    • Jasper H. The ten-twenty electrode system of the International Federation. Electroencephalogr. Clin. Neurophysiol. 10:1958;371-375
    • (1958) Electroencephalogr. Clin. Neurophysiol. , vol.10 , pp. 371-375
    • Jasper, H.1
  • 24
    • 0030810836 scopus 로고    scopus 로고
    • Functional magnetic resonance imaging: Language mapping
    • Binder J. Functional magnetic resonance imaging: language mapping. Neurosurg. Clin. North Am. 8:1997;383-392
    • (1997) Neurosurg. Clin. North Am. , vol.8 , pp. 383-392
    • Binder, J.1
  • 27
    • 0034213768 scopus 로고    scopus 로고
    • Event-related potentials ERPs to hemifield presentations of emotional stimuli: Differences between depressed patients and healthy adults in P3 amplitude and asymmetry
    • Kayser J., Bruder G.E., Tenke C.E., Stewart J.W., Quitkin F.M. Event-related potentials ERPs to hemifield presentations of emotional stimuli: differences between depressed patients and healthy adults in P3 amplitude and asymmetry. Int. J. Psychophysiol. 36:2000;211-236
    • (2000) Int. J. Psychophysiol. , vol.36 , pp. 211-236
    • Kayser, J.1    Bruder, G.E.2    Tenke, C.E.3    Stewart, J.W.4    Quitkin, F.M.5
  • 28
    • 0029043601 scopus 로고
    • Hemispheric asymmetries of function in patients with major affective disorders
    • Miller E.N., Fujioka T.A., Chapman L.J., Chapman J.P. Hemispheric asymmetries of function in patients with major affective disorders. J. Psychiatr. Res. 29:1995;173-183
    • (1995) J. Psychiatr. Res. , vol.29 , pp. 173-183
    • Miller, E.N.1    Fujioka, T.A.2    Chapman, L.J.3    Chapman, J.P.4
  • 29
    • 0029025195 scopus 로고
    • Patterns of perceptual asymmetry in depression and anxiety: Implications for neuropsychological models of emotion and psychopathology
    • Heller W., Etienne M.A., Miller G.A. Patterns of perceptual asymmetry in depression and anxiety: implications for neuropsychological models of emotion and psychopathology. J. Abnormal Psychol. 104:1995;327-333
    • (1995) J. Abnormal Psychol. , vol.104 , pp. 327-333
    • Heller, W.1    Etienne, M.A.2    Miller, G.A.3
  • 31
    • 0037285422 scopus 로고    scopus 로고
    • Hemispheric asymmetry in the processing of emotional content in word meanings: The effect of current and past depression
    • Atchley R.A., Ilardi S.S., Enloe A. Hemispheric asymmetry in the processing of emotional content in word meanings: the effect of current and past depression. Brain Lang. 84:2003;105-119
    • (2003) Brain Lang. , vol.84 , pp. 105-119
    • Atchley, R.A.1    Ilardi, S.S.2    Enloe, A.3
  • 32
    • 0033501618 scopus 로고    scopus 로고
    • Investigation of receptive affective prosodic ability in school-aged boys with and without depression
    • Emerson C.S., Harrison D.W., Everhart D.E. Investigation of receptive affective prosodic ability in school-aged boys with and without depression. Neuropsychiatr. Neuropsychol. Behav. Neurol. 12:1999;102-109
    • (1999) Neuropsychiatr. Neuropsychol. Behav. Neurol. , vol.12 , pp. 102-109
    • Emerson, C.S.1    Harrison, D.W.2    Everhart, D.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.