A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI

@article{Woo2018ASN,
  title={A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI},
  author={Jonghye Woo and Jerry L. Prince and Maureen L. Stone and Fangxu Xing and Arnold D. Gomez and Jordan R. Green and Christopher J Hartnick and Thomas J. Brady and Timothy G. Reese and Van J. Wedeen and Georges El Fakhri},
  journal={IEEE Transactions on Medical Imaging},
  year={2018},
  volume={38},
  pages={730-740}
}
  • Jonghye Woo, Jerry L. Prince, +8 authors Georges El Fakhri
  • Published in
    IEEE Transactions on Medical…
    2018
  • Mathematics, Computer Science, Medicine
  • Muscle coordination patterns of lingual behaviors are synergies generated by deforming local muscle groups in a variety of ways. Functional units are functional muscle groups of local structural elements within the tongue that compress, expand, and move in a cohesive and consistent manner. Identifying the functional units using tagged-magnetic resonance imaging (MRI) sheds light on the mechanisms of normal and pathological muscle coordination patterns, yielding improvement in surgical planning… CONTINUE READING
    1
    Twitter Mention

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 57 REFERENCES

    Phase Vector Incompressible Registration Algorithm for Motion Estimation From Tagged Magnetic Resonance Images

    VIEW 4 EXCERPTS

    Functional segments in tongue movement.

    VIEW 5 EXCERPTS

    Learning the parts of objects by non-negative matrix factorization

    VIEW 4 EXCERPTS
    HIGHLY INFLUENTIAL

    Graph Regularized Nonnegative Matrix Factorization for Data Representation

    VIEW 4 EXCERPTS
    HIGHLY INFLUENTIAL

    Speech Map: A Statistical Multimodal Atlas of 4D Tongue Motion During Speech from Tagged and Cine MR Images

    Structure and variability in human tongue muscle anatomy

    VIEW 1 EXCERPT

    A Deep Matrix Factorization Method for Learning Attribute Representations

    VIEW 1 EXCERPT

    A high-resolution atlas and statistical model of the vocal tract from structural MRI

    VIEW 3 EXCERPTS