DOI: 10.1109/42.906424. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

10.1109/42.906424

Crossref journal-article

Institute of Electrical and Electronics Engineers (IEEE)

IEEE Transactions on Medical Imaging (263)

Bibliography

Zhang, Y., Brady, M., & Smith, S. (2001). Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Transactions on Medical Imaging, 20(1), 45â57.

Authors 3

Y. Zhang (first)
M. Brady (additional)
S. Smith (additional)

References 21 Referenced 5,976

10.1109/42.650883
10.1007/bfb0056231
10.1109/83.210863
10.1016/S0262-8856(97)00067-X
10.1007/10704282_2
10.1109/42.585758
10.1117/12.131086 / Proc. SPIE / Optimized intensity thresholds for volumetric analysis of magnetic resonance imaging data by Brummer (1992)
10.1016/0895-6111(90)90057-I
10.1093/oso/9780198538493.001.0001
10.1109/42.511747
10.1109/TPAMI.1984.4767596
10.1111/j.2517-6161.1986.tb01412.x
10.1007/978-4-431-66933-3 / Markov Random Field Modeling in Computer Vision by Li (1995)
10.1109/42.126911
10.1111/j.2517-6161.1974.tb00999.x
10.1109/5.18626
10.1109/83.199925
10.1016/0031-3203(89)90076-9
10.1111/j.2517-6161.1977.tb01600.x
10.1214/aos/1176346060
10.1109/TSMC.1979.4310076

Dates

Type	When
Created	22 years, 11 months ago (Aug. 24, 2002, 2:17 p.m.)
Deposited	4 months, 3 weeks ago (March 31, 2025, 3:09 p.m.)
Indexed	20 hours, 31 minutes ago (Aug. 22, 2025, 12:45 a.m.)
Issued	24 years, 7 months ago (Jan. 1, 2001)
Published	24 years, 7 months ago (Jan. 1, 2001)
Published Print	24 years, 7 months ago (Jan. 1, 2001)

Funders 0

None

BibTeX

@article{Zhang_2001, title={Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm}, volume={20}, ISSN={0278-0062}, url={http://dx.doi.org/10.1109/42.906424}, DOI={10.1109/42.906424}, number={1}, journal={IEEE Transactions on Medical Imaging}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Zhang, Y. and Brady, M. and Smith, S.}, year={2001}, pages={45–57} }

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