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Volumn 5128 LNCS, Issue , 2008, Pages 124-132

Identification of atrophy patterns in Alzheimer's disease based on SVM feature selection and anatomical parcellation

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DISEASE CONTROL; GRANULAR MATERIALS; IDENTIFICATION (CONTROL SYSTEMS); MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; RESONANCE; SUPPORT VECTOR MACHINES; VIRTUAL REALITY;

EID: 50249141900     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-79982-5_14     Document Type: Conference Paper
Times cited : (22)

References (13)
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    • Jack, C.R.J., Petersen, R.C., Xu, Y.C., O'Brien, P.C., Smith, G.E., Ivnik, R.J.: Prediction of AD with MRI-based hippocampal volume in mild cognitive impairment. Neurology 52, 1397-1403 (1999)
    • (1999) Neurology , vol.52 , pp. 1397-1403
    • Jack, C.R.J.1    Petersen, R.C.2    Xu, Y.C.3    O'Brien, P.C.4    Smith, G.E.5    Ivnik, R.J.6
  • 5
    • 0036214249 scopus 로고    scopus 로고
    • Medial temporal lobe atrophy predicts Alzheimer's disease in patients with minor cognitive impairment
    • Visser, P.J., Verhey, F.R., Hofman, P.A., Scheltens, P., Jolles, J.: Medial temporal lobe atrophy predicts Alzheimer's disease in patients with minor cognitive impairment. J. Neurol. Neurosurg. Psychiatry 72, 491-497 (2002)
    • (2002) J. Neurol. Neurosurg. Psychiatry , vol.72 , pp. 491-497
    • Visser, P.J.1    Verhey, F.R.2    Hofman, P.A.3    Scheltens, P.4    Jolles, J.5
  • 6
  • 9
    • 38749113910 scopus 로고    scopus 로고
    • Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline
    • Fan, Y., Batmanghelich, N., Clark, C.M., Davatzikos, C.: Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. NeuroImage 39, 1731-1743 (2008)
    • (2008) NeuroImage , vol.39 , pp. 1731-1743
    • Fan, Y.1    Batmanghelich, N.2    Clark, C.M.3    Davatzikos, C.4
  • 10
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn. 20(3), 273-297 (1995)
    • (1995) Mach. Learn , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 12
    • 0036322886 scopus 로고    scopus 로고
    • Automated anatomical labelling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single subject brain
    • Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N.: Automated anatomical labelling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single subject brain. NeuroImage 15, 273-289 (2002)
    • (2002) NeuroImage , vol.15 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2    Papathanassiou, D.3    Crivello, F.4    Etard, O.5    Delcroix, N.6
  • 13
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon, I.: Gene selection for cancer classification using support vector machines. Mach. Learn. 46, 389-422 (2002)
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    • Guyon, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.