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Nicolle Correa Phd Student-Electrical Engineering University of Maryland Baltimore County ITE 370, 1000 Hilltop Circle Baltimore, Maryland 21250 email: nicolle1@umbc.edu homepage: under construction |
Reseach Interests: Statistical signal processing, image processing and analysis, data mining, machine learning, biomedical data analysis (fMRI, EEG), proteomics, bioinformatics, independent component analysis, canonical correlation analysis
Publications:
- N. Correa, Y.-O. Li, T. Adali, and V. D. Calhoun, "Examining associations between fMRI and EEG data using canonical correlation analysis," Proc. IEEE Int. Symp. on Biomedical Imaging (ISBI), 2008.
- N. Correa, T. Adali, and V. D. Calhoun, "Performance of blind source separation algorithms for fMRI analysis using a group ICA method," Magnetic Resonance Imaging, vol. 25, no. 5, pp. 684-694, 2007.
- N. Correa, H. Safavi, W. Xiong, A. Roy, T. Adali, and F. Seillier-Moiseiwitsch, "Independent component analysis of simulated 2D electrophoresis gels," in Proc. IEEE Workshop on Machine Learning for Signal Processing (MLSP), Maynooth, Ireland, Sep. 2006.
- N. Correa, Y.-O. Li, T. Adali, and V. Calhoun, "Comparison of blind source separation algorithms for fMRI using a new Matlab toolbox: GIFT," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Philadelphia, PA, vol. 5, pp. 401-403, March 2005.
- H. Safavi, N. Correa, W. Xiong, A. Roy, T. Adali, V. R. Korostyshevskiy, C. Whisnant, and F. Seillier-Moiseiwitch, "Independent component analysis of 2D electrophoresis gels," in press Electrophoresis.
- Y. Wang, B. Zhang, S. Roys, N. Correa, T. Adali, and R. Gullapalli, "Kinetic parameter estimation of independent components derived from simulated dynamic contrst enhanced breast MRI data," ISMRM, 2007.
