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Medical Applications

A. Journal Articles

[27] Nikolova M., M. Ng, S. Zhang and W-K. Ching, "Efficient reconstruction of piecewise constant images using nonsmooth nonconvex minimization", SIAM Journal on Imaging Sciences, vol. 1, n. 1, Mar. 2008, pp. 2-25. (pdf)

[12] R. Peeters, P. Kornprobst, M. Nikolova, S. Sunaert, T. Vieville, G. Malandain, R. Deriche, O. Fougeras, M. Ng and P. Hecke,  "The use of superresolution techniques to reduce slice thickness in functional MRI'', International Journal of Imaging Systems and Technology, Vol. 14, No. 3, 2004.

[9] Roullot E., A. Herment, I. Bloch, A. Cesare, M. Nikolova and E. Mousseaux, "Modeling anisotropic undersampling of magnetic resonance angiographies and reconstruction of a high-resolution isotropic volume using half-quadratic regularization techniques'', Signal Processing, vol. 84,  2004, pp. 743-762. (pdf)

[4] Nikolova M., "Markovian reconstruction using a GNC approach'', IEEE Trans. on Image Processing , vol. 8, no. 9, Sept. 1999, pp. 1204-1220. (pdf)

B. Peer Reviewed Proceedings Papers

[30] Kornprobst, P., R. Peeters, M. Nikolova, R. Deriche, M. Ng and P. Van Hecke. ``A super-resolution framework  for fMRI sequences and its impact on resulting activation maps'', Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS 2879, pp. 117-127, 2003.

[28] Deriche, R., P. Kornprobst, M. Nikolova and Michael Ng. ``Half-quadratic regularization for MRI image restoration'', IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), vol. VI, pp. 585-588, 2003.

[17] Roullot E., A. Herment, I. Bloch, M. Nikolova and E. Mousseaux, ``Reconstruction regularise d’images de resonance magnétique 3D de haute resolution à partir d’acquisitions anisotropes'', RFIA (Paris, France), vol. II, pp. 59-68, 2000.

[3] Nikolova M., ``Markovian reconstruction in computed imaging and Fourier synthesis'', IEEE Int. Conf. on Image Processing (ICIP), Nov. 1994, pp. 690-694.