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Volumn 8, Issue 4, 2013, Pages

Machine Learning Approach for the Outcome Prediction of Temporal Lobe Epilepsy Surgery

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ADOLESCENT; ADULT; ARTICLE; BRAIN SURGERY; CLASSIFICATION; CLINICAL ARTICLE; CLINICAL FEATURE; CONVALESCENCE; DATA MINING; FEMALE; HIPPOCAMPAL SCLEROSIS; HUMAN; HUMAN TISSUE; MALE; NEUROPATHOLOGY; NEUROPSYCHOLOGICAL TEST; OUTCOME ASSESSMENT; PERSONALITY; PREDICTION; PROGNOSIS; RELIABILITY; TEMPORAL LOBE EPILEPSY; ARTIFICIAL INTELLIGENCE; EPILEPSY, TEMPORAL LOBE; MIDDLE AGED; POSTOPERATIVE PERIOD; PREOPERATIVE PERIOD; TREATMENT OUTCOME; YOUNG ADULT;

EID: 84876978905     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0062819     Document Type: Article
Times cited : (52)

References (38)
  • 1
    • 0016302704 scopus 로고
    • Mesial temporal Ammon's horn. sclerosis as a common cause of epilepsy. Aetiology, treatment, and prevention
    • Falconer MA, (1974) Mesial temporal Ammon's horn. sclerosis as a common cause of epilepsy. Aetiology, treatment, and prevention. Lancet 2: 767-770.
    • (1974) Lancet , vol.2 , pp. 767-770
    • Falconer, M.A.1
  • 2
    • 33746445433 scopus 로고
    • Historical perspectives and future directions
    • In: Wyllie E, editors, Philadelphia: Lea & Febiger
    • Engel J Jr (1993) Historical perspectives and future directions. In: Wyllie E, editors. The Treatment of Epilepsy, Principle and Practice. Philadelphia: Lea & Febiger. 989-998.
    • (1993) The Treatment of Epilepsy, Principle and Practice , pp. 989-998
    • Engel Jr., J.1
  • 6
    • 0035169880 scopus 로고    scopus 로고
    • Seizure outcome after temporal lobectomy: current research practice and findings
    • McIntosh AM, Wilson SJ, Berkovic SF, (2001) Seizure outcome after temporal lobectomy: current research practice and findings. Epilepsia 42: 1288-1307.
    • (2001) Epilepsia , vol.42 , pp. 1288-1307
    • McIntosh, A.M.1    Wilson, S.J.2    Berkovic, S.F.3
  • 7
    • 0037465442 scopus 로고    scopus 로고
    • Practice parameter: temporal lobe and localized neocortical resections for epilepsy: report of the Quality Standards Subcommittee of the American Academy of Neurology, in association with the American Epilepsy Society and the American Association of Neurological Surgeons
    • Engel J Jr, Wiebe S, French J, Sperling M, Williamson P, et al. (2003) Practice parameter: temporal lobe and localized neocortical resections for epilepsy: report of the Quality Standards Subcommittee of the American Academy of Neurology, in association with the American Epilepsy Society and the American Association of Neurological Surgeons. Neurology 60: 538-547.
    • (2003) Neurology , vol.60 , pp. 538-547
    • Engel Jr., J.1    Wiebe, S.2    French, J.3    Sperling, M.4    Williamson, P.5
  • 8
    • 25144511014 scopus 로고    scopus 로고
    • Pharmacoresistant temporal-lobe epilepsy. Exploration with foramen ovale electrodes and surgical outcomes
    • Sola RG, Hernando-Requejo V, Pastor J, Garcia-Navarrete E, DeFelipe J, et al. (2005) Pharmacoresistant temporal-lobe epilepsy. Exploration with foramen ovale electrodes and surgical outcomes. Rev Neurol 41: 4-16.
    • (2005) Rev Neurol , vol.41 , pp. 4-16
    • Sola, R.G.1    Hernando-Requejo, V.2    Pastor, J.3    Garcia-Navarrete, E.4    DeFelipe, J.5
  • 9
    • 43249085248 scopus 로고    scopus 로고
    • Outcomes of epilepsy surgery in adults and children
    • Spencer S, Huh L, (2008) Outcomes of epilepsy surgery in adults and children. Lancet Neurol 7: 525-537.
    • (2008) Lancet Neurol , vol.7 , pp. 525-537
    • Spencer, S.1    Huh, L.2
  • 10
    • 48149112797 scopus 로고    scopus 로고
    • Outcome predictors for surgical treatment of temporal lobe epilepsy with hippocampal sclerosis
    • Aull-Watschinger S, Pataraia E, Czech T, Baumgartner C, (2008) Outcome predictors for surgical treatment of temporal lobe epilepsy with hippocampal sclerosis. Epilepsia 49: 1308-1316.
    • (2008) Epilepsia , vol.49 , pp. 1308-1316
    • Aull-Watschinger, S.1    Pataraia, E.2    Czech, T.3    Baumgartner, C.4
  • 11
    • 78149489936 scopus 로고    scopus 로고
    • Mesial temporal lobe epilepsy: How do we improve surgical outcome?
    • Thom M, Mathern GW, Cross JH, Bertram EH, (2010) Mesial temporal lobe epilepsy: How do we improve surgical outcome? Ann Neurol 68: 424-434.
    • (2010) Ann Neurol , vol.68 , pp. 424-434
    • Thom, M.1    Mathern, G.W.2    Cross, J.H.3    Bertram, E.H.4
  • 12
    • 12144287331 scopus 로고    scopus 로고
    • Neuropsychological effects associated with temporal lobectomy and amygdalo-hippocampectomy depending on Wada test failure
    • Lacruz ME, Alarcon G, Akanuma N, Lum FCK, Kissani N, et al. (2004) Neuropsychological effects associated with temporal lobectomy and amygdalo-hippocampectomy depending on Wada test failure. J Neurol Neurosurg Psychiatry 75: 600-607.
    • (2004) J Neurol Neurosurg Psychiatry , vol.75 , pp. 600-607
    • Lacruz, M.E.1    Alarcon, G.2    Akanuma, N.3    Lum, F.C.K.4    Kissani, N.5
  • 13
    • 0037347252 scopus 로고    scopus 로고
    • Lateralising value of neuropsychological protocols for presurgical assessment of temporal lobe epilepsy
    • Akanuma N, Alarcon G, Lum F, Morris RG, Koutroumanidis M, et al. (2003) Lateralising value of neuropsychological protocols for presurgical assessment of temporal lobe epilepsy. Epilepsia 44: 408-418.
    • (2003) Epilepsia , vol.44 , pp. 408-418
    • Akanuma, N.1    Alarcon, G.2    Lum, F.3    Morris, R.G.4    Koutroumanidis, M.5
  • 15
    • 73349138625 scopus 로고    scopus 로고
    • Preoperative IQ predicts seizure outcomes after anterior temporal lobectomy
    • Yu HY, Shih YH, Su TP, Lin KN, Yiu CH, et al. (2009) Preoperative IQ predicts seizure outcomes after anterior temporal lobectomy. Seizure 18: 639-43.
    • (2009) Seizure , vol.18 , pp. 639-643
    • Yu, H.Y.1    Shih, Y.H.2    Su, T.P.3    Lin, K.N.4    Yiu, C.H.5
  • 17
    • 0033009893 scopus 로고    scopus 로고
    • Neural network analysis of preoperative variables and outcome in epilepsy surgery
    • Arle JE, Perrine K, Devinsky O, Doyle WK, (1999) Neural network analysis of preoperative variables and outcome in epilepsy surgery. J Neurosur 90: 998-1004.
    • (1999) J Neurosur , vol.90 , pp. 998-1004
    • Arle, J.E.1    Perrine, K.2    Devinsky, O.3    Doyle, W.K.4
  • 18
    • 0004177253 scopus 로고    scopus 로고
    • WMA, Sixth revision. In: World Medical Association
    • WMA (2008) Declaration of Helsinki, Sixth revision. In: World Medical Association.
    • (2008) Declaration of Helsinki
  • 19
    • 8544262998 scopus 로고
    • Technical controversies
    • In: Engel JJr, editors, New York: Raven Press
    • Spencer DD, Engel J Jr (1993) Technical controversies. In: Engel JJr, editors. Surgical treatment of epilepsies. New York: Raven Press. 583-586.
    • (1993) Surgical treatment of epilepsies , pp. 583-586
    • Spencer, D.D.1    Engel Jr., J.2
  • 24
    • 0002079565 scopus 로고
    • Outcome with respect to epileptic seizures
    • In: Engel Jjr, editors, New York: Raven Press
    • Engel J Jr (1987) Outcome with respect to epileptic seizures. In: Engel Jjr, editors. Surgical treatment of epilepsies. New York: Raven Press. 553-571.
    • (1987) Surgical treatment of epilepsies , pp. 553-571
    • Engel Jr., J.1
  • 27
    • 67651113615 scopus 로고    scopus 로고
    • Differential micro RNA expression in PBMC from multiple sclerosis patients
    • Otaegui D, Baranzini S, Armañanzas R, Calvo B, Muñoz-Culla M, et al. (2009) Differential micro RNA expression in PBMC from multiple sclerosis patients. PLoS ONE 4 (7): e6309.
    • (2009) PLoS ONE , vol.4 , Issue.7
    • Otaegui, D.1    Baranzini, S.2    Armañanzas, R.3    Calvo, B.4    Muñoz-Culla, M.5
  • 28
    • 84865724465 scopus 로고    scopus 로고
    • Ensemble transcript interaction networks: A case study on Alzheimer's disease
    • Armañanzas R, Larrañaga P, Bielza C, (2012) Ensemble transcript interaction networks: A case study on Alzheimer's disease. Comput Methods Programs Biomed 108: 442-450.
    • (2012) Comput Methods Programs Biomed , vol.108 , pp. 442-450
    • Armañanzas, R.1    Larrañaga, P.2    Bielza, C.3
  • 34
    • 0345354681 scopus 로고    scopus 로고
    • Neural mechanisms of general fluid intelligence
    • Gray JR, Chabris CF, Braver TS, (2003) Neural mechanisms of general fluid intelligence. Nature Neurosci 6: 316-322.
    • (2003) Nature Neurosci , vol.6 , pp. 316-322
    • Gray, J.R.1    Chabris, C.F.2    Braver, T.S.3
  • 35
    • 34548029973 scopus 로고    scopus 로고
    • Relationships between IQ and regional cortical gray matter thickness in healthy adults
    • Narr KL, Woods RP, Thompson PM, Szeszko P, Robinson D, et al. (2007) Relationships between IQ and regional cortical gray matter thickness in healthy adults. Cereb Cortex 17: 2163-2171.
    • (2007) Cereb Cortex , vol.17 , pp. 2163-2171
    • Narr, K.L.1    Woods, R.P.2    Thompson, P.M.3    Szeszko, P.4    Robinson, D.5
  • 36
    • 55249113236 scopus 로고    scopus 로고
    • Multiple bases of human intelligence revealed by cortical thickness and neural activation
    • Choi YY, Shamosh NA, Cho SH, DeYoung CG, Lee MJ, et al. (2008) Multiple bases of human intelligence revealed by cortical thickness and neural activation. J Neurosci 28: 10323-10329.
    • (2008) J Neurosci , vol.28 , pp. 10323-10329
    • Choi, Y.Y.1    Shamosh, N.A.2    Cho, S.H.3    DeYoung, C.G.4    Lee, M.J.5
  • 37
    • 34548049761 scopus 로고    scopus 로고
    • Reduced neocortical thickness and complexity mapped in mesial temporal lobe epilepsy with hippocampal sclerosis
    • Lin JJ, Salamon N, Lee AD, Dutton RA, Geaga JA, et al. (2007) Reduced neocortical thickness and complexity mapped in mesial temporal lobe epilepsy with hippocampal sclerosis. Cereb Cortex 17: 2007-2018.
    • (2007) Cereb Cortex , vol.17 , pp. 2007-2018
    • Lin, J.J.1    Salamon, N.2    Lee, A.D.3    Dutton, R.A.4    Geaga, J.A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.