메뉴 건너뛰기




Volumn 1405, Issue , 2011, Pages 77-84

Quantitative prediction of acute ischemic tissue fate using support vector machine

Author keywords

ADC; ANN; CBF; DWI; fMRI; Perfusion diffusion mismatch; Predictive model; PWI; Spatial infarction incidence; SVM

Indexed keywords

ANIMAL EXPERIMENT; ANIMAL MODEL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN BLOOD FLOW; BRAIN INFARCTION; BRAIN ISCHEMIA; CONTROLLED STUDY; DIFFUSION COEFFICIENT; MIDDLE CEREBRAL ARTERY OCCLUSION; NONHUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PREDICTION; PREDICTIVE VALUE; PRIORITY JOURNAL; RAT; RECEIVER OPERATING CHARACTERISTIC; STROKE; SUPPORT VECTOR MACHINE;

EID: 79960740340     PISSN: 00068993     EISSN: 18726240     Source Type: Journal    
DOI: 10.1016/j.brainres.2011.05.066     Document Type: Article
Times cited : (31)

References (34)
  • 1
    • 0019860966 scopus 로고
    • + transport in canine brain
    • J. Astrup, P.M. Sorensen, and H.R. Sorensen Oxygen and glucose consumption related to Na+/K+ transport in canine brain Stroke 12 1981 726 730 (Pubitemid 12227363)
    • (1981) Stroke , vol.12 , Issue.6 , pp. 726-730
    • Astrup, J.1    Moller Sorensen, P.2    Rahbek Sorensen, H.3
  • 2
    • 0019822988 scopus 로고
    • Thresholds in cerebral ischemia - The ischemic penumbra
    • J. Astrup, L. Symon, and B.K. Siesjo Thresholds in cerebral ischemia: the ischemic penumbra Stroke 12 1981 723 725 (Pubitemid 12227362)
    • (1981) Stroke , vol.12 , Issue.6 , pp. 723-725
    • Astrup, J.1    Siejo, B.K.2    Symon, L.3
  • 3
    • 0345548661 scopus 로고    scopus 로고
    • Comparison of support vector machine and artificial neural network systems for drug/nondrug classification
    • E.U.F. Byvatov, J. Sadowski, and G. Schneider Comparison of support vector machine and artificial neural network systems for drug/nondrug classification J. Chem. Inf. Comput. Sci. 43 2003 1882 1889
    • (2003) J. Chem. Inf. Comput. Sci. , vol.43 , pp. 1882-1889
    • Byvatov, E.U.F.1    Sadowski, J.2    Schneider, G.3
  • 4
    • 6344262722 scopus 로고    scopus 로고
    • Algorithmic approaches to training support vector machines: A survey
    • C. Campbell Algorithmic approaches to training support vector machines: a survey Proceedings of ESANN2000 2000 27 36
    • (2000) Proceedings of ESANN2000 , pp. 27-36
    • Campbell, C.1
  • 5
    • 0141639615 scopus 로고    scopus 로고
    • Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers
    • DOI 10.1016/S0031-3203(03)00136-5
    • G.C. Cawley, and N.L.C. Talbot Efficient leave-one-out cross-validation of kernel Fisher discriminant classifiers Pattern Recognit. 36 2003 2585 2592 (Pubitemid 37178388)
    • (2003) Pattern Recognition , vol.36 , Issue.11 , pp. 2585-2592
    • Cawley, G.C.1    Talbot, N.L.C.2
  • 6
    • 13544269338 scopus 로고    scopus 로고
    • Application of SVM and ANN for intrusion detection
    • W.H. Chen, S.H. Hsu, and H.P. Shen Application of SVM and ANN for intrusion detection Comput. Oper. Res. 32 2005 2617 2634
    • (2005) Comput. Oper. Res. , vol.32 , pp. 2617-2634
    • Chen, W.H.1    Hsu, S.H.2    Shen, H.P.3
  • 7
    • 0034100265 scopus 로고    scopus 로고
    • Functional MRI of calcium-dependent synaptic activity: Cross correlation with CBF and BOLD measurements
    • DOI 10.1002/(SICI)1522-2594(200003)43:3<383::AID-MRM10>3.0.CO;2-Q
    • T.Q. Duong, A.C. Silva, S.-P. Lee, and S.-G. Kim Functional MRI of calcium-dependent synaptic activity: cross correlation with CBF and BOLD measurements Magn. Reson. Med. 43 2000 383 392 (Pubitemid 30127525)
    • (2000) Magnetic Resonance in Medicine , vol.43 , Issue.3 , pp. 383-392
    • Duong, T.Q.1    Silva, A.C.2    Lee, S.-P.3    Kim, S.-G.4
  • 11
    • 0027982679 scopus 로고
    • Viability thresholds and the penumbra of focal ischemia
    • DOI 10.1002/ana.410360404
    • K.-A. Hossmann Viability thresholds and the penumbra of focal ischemia Ann. Neurol. 36 1994 557 565 (Pubitemid 24309367)
    • (1994) Annals of Neurology , vol.36 , Issue.4 , pp. 557-565
    • Hossmann, K.-A.1
  • 12
    • 77956266570 scopus 로고    scopus 로고
    • Artificial neural-network prediction of ischemic tissue fate in acute stroke imaging
    • S. Huang, Q. Shen, and T.Q. Duong Artificial neural-network prediction of ischemic tissue fate in acute stroke imaging J. Cereb. Blood Flow Metab. 30 2010 1661 1670
    • (2010) J. Cereb. Blood Flow Metab. , vol.30 , pp. 1661-1670
    • Huang, S.1    Shen, Q.2    Duong, T.Q.3
  • 14
    • 0242694042 scopus 로고    scopus 로고
    • Beyond mismatch: Evolving paradigms in imaging the ischemic penumbra with multimodal magnetic resonance imaging
    • DOI 10.1161/01.STR.0000097608.38779.CC
    • C.S. Kidwell, J.R. Alger, and J.L. Saver Beyond mismatch: evolving paradigms in imaging the ischemic penumbra with multimodal magnetic resonance imaging Stroke 34 2003 2729 2735 (Pubitemid 37392775)
    • (2003) Stroke , vol.34 , Issue.11 , pp. 2729-2735
    • Kidwell, C.S.1    Alger, J.R.2    Saver, J.L.3
  • 15
    • 3543130199 scopus 로고    scopus 로고
    • Imaging oxygen consumption in forepaw somatosensory stimulation in rats under isoflurane anesthesia
    • DOI 10.1002/mrm.20148
    • Z.M. Liu, K.F. Schmidt, K.M. Sicard, and T.Q. Duong Imaging oxygen consumption in forepaw somatosensory stimulation in rats under isoflurane anesthesia Magn. Reson. Med. 52 2004 277 285 (Pubitemid 39025271)
    • (2004) Magnetic Resonance in Medicine , vol.52 , Issue.2 , pp. 277-285
    • Liu, Z.M.1    Schmidt, K.F.2    Sicard, K.M.3    Duong, T.Q.4
  • 16
    • 12844251253 scopus 로고    scopus 로고
    • Exciting, radical, suicidal: How brain cells die after stroke
    • DOI 10.1161/01.STR.0000153069.96296.fd
    • E.H. Lo, M.A. Moskowitz, and T.P. Jacobs Exciting, radical suicidal: how brain cell die after stroke Stroke 36 2005 189 192 (Pubitemid 40170779)
    • (2005) Stroke , vol.36 , Issue.2 , pp. 189-192
    • Lo, E.H.1    Moskowitz, M.A.2    Jacobs, T.P.3
  • 17
    • 0842325866 scopus 로고    scopus 로고
    • Characterizing the Diffusion/Perfusion Mismatch in Experimental Focal Cerebral Ischemia
    • DOI 10.1002/ana.10803
    • X. Meng, M. Fisher, Q. Shen, C.H. Sotak, and T.Q. Duong Characterizing the diffusion/perfusion mismatch in experimental focal cerebral ischemia Ann. Neurol. 55 2004 207 212 (Pubitemid 38166997)
    • (2004) Annals of Neurology , vol.55 , Issue.2 , pp. 207-212
    • Meng, X.1    Fisher, M.2    Shen, Q.3    Sotak, C.H.4    Duong, T.Q.5
  • 18
    • 26444510219 scopus 로고    scopus 로고
    • Extending reperfusion therapy for acute ischemic stroke: Emerging pharmacological, mechanical, and imaging strategies
    • DOI 10.1161/01.STR.0000182100.65262.46
    • C.A. Molina, and J.L. Saver Extending reperfusion therapy for acute ischemic stroke: emerging pharmacological, mechanical, and imaging strategies Stroke 36 2005 2311 2320 (Pubitemid 41429268)
    • (2005) Stroke , vol.36 , Issue.10 , pp. 2311-2320
    • Molina, C.A.1    Saver, J.L.2
  • 19
    • 0030942588 scopus 로고    scopus 로고
    • Neural network modeling accurately predicts the functional outcome of stroke survivors with moderate disabilities
    • DOI 10.1016/S0003-9993(97)90222-7
    • W.J. Oczkowski, and S. Barreca Neural network modeling accurately predicts the functional outcome of stroke survivors with moderate disabilities Arch. Phys. Med. Rehabil. 78 1997 340 345 (Pubitemid 27171829)
    • (1997) Archives of Physical Medicine and Rehabilitation , vol.78 , Issue.4 , pp. 340-345
    • Oczkowski, W.J.1    Barreca, S.2
  • 21
    • 33645461051 scopus 로고    scopus 로고
    • Hemodynamic and metabolic changes induced by cocaine in anesthetized rat observed with multimodal functional
    • K.F. Schmidt, M. Febo, Q. Shen, C.F. Ferris, E. Stein, and T.Q. Duong Hemodynamic and metabolic changes induced by cocaine in anesthetized rat observed with multimodal functional Psychopharmacology 185 2006 479 486
    • (2006) Psychopharmacology , vol.185 , pp. 479-486
    • Schmidt, K.F.1    Febo, M.2    Shen, Q.3    Ferris, C.F.4    Stein, E.5    Duong, T.Q.6
  • 24
    • 53849125472 scopus 로고    scopus 로고
    • Quantitative prediction of ischemic stroke tissue fate
    • Q. Shen, and T.Q. Duong Quantitative prediction of ischemic stroke tissue fate NMR Biomed. 21 2008 839 848
    • (2008) NMR Biomed. , vol.21 , pp. 839-848
    • Shen, Q.1    Duong, T.Q.2
  • 25
    • 0346881348 scopus 로고    scopus 로고
    • Pixel-by-pixel spatiotemporal progression of focal ischemia derived using quantitative perfusion and diffusion imaging
    • Q. Shen, X. Meng, M. Fisher, C.H. Sotak, and T.Q. Duong Pixel-by-pixel spatiotemporal progression of focal ischemia derived using quantitative perfusion and diffusion imaging J. Cereb. Blood Flow Metab. 23 2003 1479 1488 (Pubitemid 38018267)
    • (2003) Journal of Cerebral Blood Flow and Metabolism , vol.23 , Issue.12 , pp. 1479-1488
    • Shen, Q.1    Meng, X.2    Fisher, M.3    Sotak, C.H.4    Duong, T.Q.5
  • 26
    • 3843091836 scopus 로고    scopus 로고
    • Dynamic tracking of acute ischemic tissue fates using improved unsupervised ISODATA analysis of high-resolution quantitative perfusion and diffusion data
    • Q. Shen, H. Ren, J. Bouley, M. Fisher, and T.Q. Duong Dynamic tracking of acute ischemic tissue fates using improved unsupervised ISODATA analysis of high-resolution quantitative perfusion and diffusion data J. Cereb. Blood Flow Metab. 24 2004 887 897 (Pubitemid 39045406)
    • (2004) Journal of Cerebral Blood Flow and Metabolism , vol.24 , Issue.8 , pp. 887-897
    • Shen, Q.1    Ren, H.2    Fisher, M.3    Bouley, J.4    Duong, T.Q.5
  • 27
    • 25144507171 scopus 로고    scopus 로고
    • Functional, perfusion and diffusion MRI of acute focal ischemic brain injury
    • DOI 10.1038/sj.jcbfm.9600132, PII 9600132
    • Q. Shen, H. Ren, H. Cheng, M. Fisher, and T.Q. Duong Functional, perfusion and diffusion MRI of acute focal ischemic brain injury J. Cereb. Blood Flow Metab. 25 2005 1265 1279 (Pubitemid 41348729)
    • (2005) Journal of Cerebral Blood Flow and Metabolism , vol.25 , Issue.10 , pp. 1265-1279
    • Shen, Q.1    Ren, H.2    Cheng, H.3    Fisher, M.4    Duong, T.Q.5
  • 28
    • 25144441310 scopus 로고    scopus 로고
    • Statistical prediction of tissue fate in acute ischemic brain injury
    • DOI 10.1038/sj.jcbfm.9600126, PII 9600126
    • Q. Shen, H. Ren, M. Fisher, and T.Q. Duong Statistical prediction of tissue fates in acute ischemic brain injury J. Cereb. Blood Flow Metab. 25 2005 1336 1345 (Pubitemid 41348735)
    • (2005) Journal of Cerebral Blood Flow and Metabolism , vol.25 , Issue.10 , pp. 1336-1345
    • Shen, Q.1    Ren, H.2    Fisher, M.3    Duong, T.Q.4
  • 30
    • 0141642093 scopus 로고    scopus 로고
    • Measurement of the ischemic penumbra with MRI: It's about time
    • DOI 10.1161/01.STR.0000092395.19554.9A
    • S. Warach Measurement of the ischemic penumbra with MRI: it's about time Stroke 34 2003 2533 2534 (Pubitemid 37221977)
    • (2003) Stroke , vol.34 , Issue.10 , pp. 2533-2534
    • Warach, S.1
  • 34


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.