메뉴 건너뛰기




Volumn 16, Issue 4, 1997, Pages 378-391

Learning-based ventricle detection from cardiac MR and CT images

Author keywords

Cardiac images; Learning; Left ventricle; Region detection; Right ventricle; Segmentation; Threshold

Indexed keywords

CARDIOVASCULAR SYSTEM; COMPUTERIZED TOMOGRAPHY; IMAGE ANALYSIS; IMAGE SEGMENTATION; LEARNING ALGORITHMS; MAGNETIC RESONANCE IMAGING; MATHEMATICAL MODELS; NONINVASIVE MEDICAL PROCEDURES;

EID: 0031195396     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/42.611346     Document Type: Article
Times cited : (42)

References (36)
  • 1
    • 0026262658 scopus 로고
    • Pointwise tracking of left ventricular motion, presented at
    • Princeton, NJ
    • A. A. Amini and J. S. Duncan, Pointwise tracking of left ventricular motion, presented at IEEE Workshop on Visual Motion, Princeton, NJ, 1991.
    • (1991) IEEE Workshop on Visual Motion
    • Amini, A.A.1    Duncan, J.S.2
  • 3
    • 0025574971 scopus 로고
    • Epicardial motion and deformation estimation from coronary artery bifurcation points
    • C. W. Chen and T. S. Huang, Epicardial motion and deformation estimation from coronary artery bifurcation points, in Proc. 3rd Int. Conf. Computer Vision, 1990, pp. 456159.
    • (1990) Proc. 3rd Int. Conf. Computer Vision , pp. 456159
    • Chen, C.W.1    Huang, T.S.2
  • 4
    • 0026150671 scopus 로고
    • A nonlinear multiresolution approach to echocardiographic image segmentation
    • C. H. Chiu and D. H. Razi, A nonlinear multiresolution approach to echocardiographic image segmentation, Comput. CardioL, pp. 431-434, 1991.
    • (1991) Comput. CardioL , pp. 431-434
    • Chiu, C.H.1    Razi, D.H.2
  • 5
    • 33747902173 scopus 로고    scopus 로고
    • Errors in ventricular volumetric measurements with MRI due to sparse sampling and partial volume
    • submitted for publication.
    • W. H. Connor and D. L. Wilson, Errors in ventricular volumetric measurements with MRI due to sparse sampling and partial volume, IEEE Trans. Biomed. Eng., submitted for publication.
    • IEEE Trans. Biomed. Eng.
    • Connor, W.H.1    Wilson, D.L.2
  • 6
    • 0024034436 scopus 로고
    • Detecting left ventricular endocardial and epicardial boundaries by digital two-dimensional echocardiography
    • E. J. Delp, C. H. Chiu, and A. J. Buda, Detecting left ventricular endocardial and epicardial boundaries by digital two-dimensional echocardiography, IEEE Trans. Med. Imag., vol. 7, pp. 81-90, 1988.
    • (1988) IEEE Trans. Med. Imag. , vol.7 , pp. 81-90
    • Delp, E.J.1    Chiu, C.H.2    Buda, A.J.3
  • 7
    • 0005817735 scopus 로고
    • Congenital heart disease: Gated MR imaging in 72 patients
    • D. Didier, Congenital heart disease: Gated MR imaging in 72 patients, Radiol., p. 158, 1986.
    • (1986) Radiol. , pp. 158
    • Didier, D.1
  • 9
    • 0026169483 scopus 로고
    • Epicardial boundary detection using fuzzy reasoning
    • J. Feng, W. Lin, and C. Chen, Epicardial boundary detection using fuzzy reasoning, IEEE Trans. Med. Imag., vol. 10, no. 2, pp. 187-199, 1991.
    • (1991) IEEE Trans. Med. Imag. , vol.10 , Issue.2 , pp. 187-199
    • Feng, J.1    Lin, W.2    Chen, C.3
  • 10
    • 0022571248 scopus 로고
    • MRI of congenital abnormalities of the great arteries
    • B. D. Fletcher and M. D. Jacobstein, MRI of congenital abnormalities of the great arteries, Amer. J. Radial., p. 146, 1986.
    • (1986) Amer. J. Radial. , pp. 146
    • Fletcher, B.D.1    Jacobstein, M.D.2
  • 11
    • 0024931636 scopus 로고
    • Automatic cavity boundary detection from sequential ultrasound images using simulated annealing
    • N. Friedland and D. Adamn, Automatic cavity boundary detection from sequential ultrasound images using simulated annealing, IEEE Trans. Med. Mag., vol. 8, pp. 344-353, 1989.
    • (1989) IEEE Trans. Med. Mag. , vol.8 , pp. 344-353
    • Friedland, N.1    Adamn, D.2
  • 12
    • 0029276322 scopus 로고
    • Dynamic programming for detecting, tracking and matching deformable contours
    • Mar.
    • D. Geiger, A. Gupta, L. A. Costa, and J. Vlontzos, Dynamic programming for detecting, tracking and matching deformable contours, IEEE Trans. Pattern Anal. Machine Inteli, vol. PAMI-17, no. 3, pp. 294-302, Mar. 1979.
    • (1979) IEEE Trans. Pattern Anal. Machine Inteli , vol.PAMI-17 , Issue.3 , pp. 294-302
    • Geiger, D.1    Gupta, A.2    Costa, L.A.3    Vlontzos, J.4
  • 13
    • 0018353306 scopus 로고
    • Quantitative left ventricular wall motion analysis: A comparison of area, chord and radial methods
    • H. Gelberg, Quantitative left ventricular wall motion analysis: A comparison of area, chord and radial methods, Circ., vol. 59, pp. 991-1000, 1979.
    • (1979) Circ. , vol.59 , pp. 991-1000
    • Gelberg, H.1
  • 14
    • 0026393122 scopus 로고
    • Knowledge-based image analysis for automated boundary extraction of transesophageal echocardiographic left-ventricular images
    • C. Y. Han, K. N. Lin, W. G. Wee, R. M. Mintz, and D. T. Porembka, Knowledge-based image analysis for automated boundary extraction of transesophageal echocardiographic left-ventricular images, IEEE Trans. Med. Imag., vol. 10, no. 4, pp. 602-610, 1991.
    • (1991) IEEE Trans. Med. Imag. , vol.10 , Issue.4 , pp. 602-610
    • Han, C.Y.1    Lin, K.N.2    Wee, W.G.3    Mintz, R.M.4    Porembka, D.T.5
  • 16
    • 0022573518 scopus 로고
    • Overview of MR of the heart: 1986
    • C. B. Higgins, Overview of MR of the heart: 1986, Amer. J. Radiol., p. 146, 1986.
    • (1986) Amer. J. Radiol. , pp. 146
    • Higgins, C.B.1
  • 17
    • 0025661499 scopus 로고
    • Extraction of left ventricular chamber from 3-D CT images of the heart
    • W. E. Higgins, N. Chung, and E. L. Ritman, Extraction of left ventricular chamber from 3-D CT images of the heart, IEEE Trans. Med. Imag., vol. 9, pp. 384-395, 1990.
    • (1990) IEEE Trans. Med. Imag. , vol.9 , pp. 384-395
    • Higgins, W.E.1    Chung, N.2    Ritman, E.L.3
  • 19
    • 0025401499 scopus 로고
    • Automated detection of the left ventricular region of interest by means of the extraction of typical behaviors in cardiac radionuclide angiographies
    • A. Jouan, J. Verdenet, J. C. Cardot, M. Baud, and J. Duvernoy, Automated detection of the left ventricular region of interest by means of the extraction of typical behaviors in cardiac radionuclide angiographies, IEEE Trans. Med. Imag., vol. 9, no. 1, pp. 5-10, 1990.
    • (1990) IEEE Trans. Med. Imag. , vol.9 , Issue.1 , pp. 5-10
    • Jouan, A.1    Verdenet, J.2    Cardot, J.C.3    Baud, M.4    Duvernoy, J.5
  • 20
    • 0018933591 scopus 로고
    • Patterns of ventricular emptying by Fourier analysis of gated blood pool studies
    • J. Links, K. Douglass, and H. Wagner, Patterns of ventricular emptying by Fourier analysis of gated blood pool studies, J. Nucl. Med., vol. 21, pp. 978-982, 1980.
    • (1980) J. Nucl. Med. , vol.21 , pp. 978-982
    • Links, J.1    Douglass, K.2    Wagner, H.3
  • 21
    • 0021835512 scopus 로고
    • Dimensional accuracy of magnetic resonance in studies of the heart
    • June
    • D. B. Longmore et al., Dimensional accuracy of magnetic resonance in studies of the heart, The Lancet, pp. 1360-1362, June 1985.
    • (1985) The Lancet , pp. 1360-1362
    • Longmore, D.B.1
  • 22
    • 0023165150 scopus 로고
    • Computer analysis of heart motion from two dimensional echocardiograms
    • G. E. Mailloux, Computer analysis of heart motion from two dimensional echocardiograms, IEEE Trans. Biomed. Eng., vol. BME-34, 356-364, 1987.
    • (1987) IEEE Trans. Biomed. Eng. , vol.BME-34 , pp. 356-364
    • Mailloux, G.E.1
  • 23
    • 33748014467 scopus 로고
    • MRI of chronic myocardiac infarcts in man
    • M. T. McNamara and C. B. Higgins, MRI of chronic myocardiac infarcts in man, Amer. J. Radiol., p. 146, 1986.
    • (1986) Amer. J. Radiol. , pp. 146
    • McNamara, M.T.1    Higgins, C.B.2
  • 24
    • 0003728220 scopus 로고
    • San Mateo, CA: Morgan Kaufmann
    • N. Nilsson, Learning Machines. San Mateo, CA: Morgan Kaufmann, 1990.
    • (1990) Learning Machines
    • Nilsson, N.1
  • 26
    • 0005161083 scopus 로고
    • Uncertain reasoning based upon directional topographic features for medical image analysis
    • J. Qian, Uncertain reasoning based upon directional topographic features for medical image analysis, in Proc. IEEE Int. Conf. System, Man, and Cybernetics, 1992, pp. 129-135.
    • (1992) Proc. IEEE Int. Conf. System, Man, and Cybernetics , pp. 129-135
    • Qian, J.1
  • 27
    • 0021285946 scopus 로고
    • On the characterization of simple closed surfaces in 3-d digital images
    • G. M. Reed, On the characterization of simple closed surfaces in 3-d digital images, Comput. Vision, Graphics, Image Processing, vol. 25, pp. 226-235, 1984.
    • (1984) Comput. Vision, Graphics, Image Processing , vol.25 , pp. 226-235
    • Reed, G.M.1
  • 28
    • 0023188010 scopus 로고
    • Measurement of right and left ventricular volumes in normals using cine magnetic resonance imaging
    • U. Sechtem, W. Pflugfelder, and R. G. Gould, Measurement of right and left ventricular volumes in normals using cine magnetic resonance imaging, Radial, vol. 163, pp. 697-702, 1987.
    • (1987) Radial , vol.163 , pp. 697-702
    • Sechtem, U.1    Pflugfelder, W.2    Gould, R.G.3
  • 30
    • 0022527320 scopus 로고
    • Advantages and applications of the centerline method for characterizing regional ventricular motion
    • F. H. Sheehan, Advantages and applications of the centerline method for characterizing regional ventricular motion, Circ., vol. 74, pp. 293-305, 1986.
    • (1986) Circ. , vol.74 , pp. 293-305
    • Sheehan, F.H.1
  • 33
    • 33747975223 scopus 로고
    • Magnetic resonance imaging of the pericardium: Normal and pathological findings
    • D. D. Startk, Magnetic resonance imaging of the pericardium: Normal and pathological findings, Radial, p. 150, 1984.
    • (1984) Radial , pp. 150
    • Startk, D.D.1
  • 34
    • 0026150098 scopus 로고
    • A three-dimensional graph searching technique for cardiac border detection in sequential images and its applications to magnetic resonance image data
    • D. R. Thedens, D. J. Skorton, and S. R. Fleagle, A three-dimensional graph searching technique for cardiac border detection in sequential images and its applications to magnetic resonance image data, in Proc. Comput. Cardiol, 1990, pp. 57-60.
    • (1990) Proc. Comput. Cardiol , pp. 57-60
    • Thedens, D.R.1    Skorton, D.J.2    Fleagle, S.R.3
  • 35
    • 0006497285 scopus 로고    scopus 로고
    • Cresceptron and SHOSLIF: Toward comprehensive visual learning
    • S. K. Nayar and T. Poggio, Eds. New York: Oxford Univ. Press
    • J. Weng, Cresceptron and SHOSLIF: Toward comprehensive visual learning, in Early Visual Learning, S. K. Nayar and T. Poggio, Eds. New York: Oxford Univ. Press, 1996.
    • (1996) Early Visual Learning
    • Weng, J.1
  • 36
    • 0025163653 scopus 로고
    • Functional cardiovascular evaluation by magnetic resonance imaging
    • R. D. White, C. B. Paschal, and J. A. Tkach, Functional cardiovascular evaluation by magnetic resonance imaging, Topics Magn. Reson. Imag., vol. 2, pp. 31-48, 1990.
    • (1990) Topics Magn. Reson. Imag. , vol.2 , pp. 31-48
    • White, R.D.1    Paschal, C.B.2    Tkach, J.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.