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Volumn 2015-October, Issue , 2015, Pages 20-28

Deep neural networks for anatomical brain segmentation

Author keywords

Biological neural networks; Feature extraction; Image segmentation; Magnetic resonance imaging; Neurons; Three dimensional displays; Training

Indexed keywords

COMPUTER VISION; FEATURE EXTRACTION; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING; NEURAL NETWORKS; NEURONS; PERSONNEL TRAINING; THREE DIMENSIONAL DISPLAYS;

EID: 84952034834     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2015.7301312     Document Type: Conference Paper
Times cited : (304)

References (22)
  • 4
    • 84875328950 scopus 로고    scopus 로고
    • Segmentation of bone structure in X-ray images using convolutional neural network
    • 2
    • C. Cernazanu-Glavan and S. Holban. Segmentation of bone structure in X-ray images using convolutional neural network. Adv. Electr. Comput. Eng, 13(1):87-94, 2013. 2
    • (2013) Adv. Electr. Comput. Eng , vol.13 , Issue.1 , pp. 87-94
    • Cernazanu-Glavan, C.1    Holban, S.2
  • 7
    • 78649673803 scopus 로고    scopus 로고
    • Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation
    • 1
    • P. Coupé, J. V. Manjon, V. Fonov, J. Pruessner, M. Robles, and D. L. Collins. Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation. NeuroImage, 54(2):940-954, 2011. 1
    • (2011) NeuroImage , vol.54 , Issue.2 , pp. 940-954
    • Coupé, P.1    Manjon, J.V.2    Fonov, V.3    Pruessner, J.4    Robles, M.5    Collins, D.L.6
  • 9
    • 33748784605 scopus 로고    scopus 로고
    • Automatic anatomical brain MRI segmentation combining label propagation and decision fusion
    • 1,2
    • R. A. Heckemann, J. V. Hajnal, P. Aljabar, D. Rueckert, and A. Hammers. Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. NeuroImage, 33(1):115-126, 2006. 1, 2
    • (2006) NeuroImage , vol.33 , Issue.1 , pp. 115-126
    • Heckemann, R.A.1    Hajnal, J.V.2    Aljabar, P.3    Rueckert, D.4    Hammers, A.5
  • 10
    • 0034078533 scopus 로고    scopus 로고
    • Structural changes of the substantia nigra in Parkinson's disease as revealed by MR imaging
    • 1
    • M. Hutchinson and U. Raff. Structural changes of the substantia nigra in Parkinson's disease as revealed by MR imaging. American journal of neuroradiology, 21(4):697-701, 2000. 1
    • (2000) American Journal of Neuroradiology , vol.21 , Issue.4 , pp. 697-701
    • Hutchinson, M.1    Raff, U.2
  • 13
    • 0032203257 scopus 로고    scopus 로고
    • Gradientbased learning applied to document recognition
    • 4
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradientbased learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, 1998. 4
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 15
    • 34548409688 scopus 로고    scopus 로고
    • Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI data in young, middle aged, nondemented, and demented older adults
    • 6
    • D. S. Marcus, T. H. Wang, J. Parker, J. G. Csernansky, J. C. Morris, and R. L. Buckner. Open Access Series of Imaging Studies (OASIS): cross-sectional MRI data in young, middle aged, nondemented, and demented older adults. Journal of cognitive neuroscience, 19(9):1498-1507, 2007. 6
    • (2007) Journal of Cognitive Neuroscience , vol.19 , Issue.9 , pp. 1498-1507
    • Marcus, D.S.1    Wang, T.H.2    Parker, J.3    Csernansky, J.G.4    Morris, J.C.5    Buckner, R.L.6
  • 16
    • 0344009664 scopus 로고    scopus 로고
    • Segmentation of magnetic resonance images using a combination of neural networks and active contour models
    • 2
    • I. Middleton and R. I. Damper. Segmentation of magnetic resonance images using a combination of neural networks and active contour models. Medical engineering & physics, 26(1):71-86, 2004. 2
    • (2004) Medical Engineering & Physics , vol.26 , Issue.1 , pp. 71-86
    • Middleton, I.1    Damper, R.I.2
  • 18
    • 0037293284 scopus 로고    scopus 로고
    • Neuroimaging and early diagnosis of Alzheimer disease: A look to the future 1
    • 1
    • J. R. Petrella, R. E. Coleman, and P. M. Doraiswamy. Neuroimaging and Early Diagnosis of Alzheimer Disease: A Look to the Future 1. Radiology, 226(2):315-336, 2003. 1
    • (2003) Radiology , vol.226 , Issue.2 , pp. 315-336
    • Petrella, J.R.1    Coleman, R.E.2    Doraiswamy, P.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.