Biomedical & Clinical Informatics Lab

Department of Computational Medicine & Bioinformatics

Publications

Export 240 results:
2004
Gopalakrishnan K., Najarian K..  2004.  Computational Analysis and Classification of p53 Mutants According to Primary Structure. 3rd annual Computational Systems Bioinformatics conference (CSB2004).
Najarian K., Kedar A., Paleru R., Zadeh R.H., Darvish A..  2004.  Discovering Biological Gene Clusters from DNA Microarray Data using Independent Component Analysis and Scoring Function Based on Protein Interactions. IEEE International Conference Intelligent Systems.
Darvish A., Zadeh R.H., Najarian K..  2004.  Discovering Dynamic Regulatory Pathway by Applying an Auto Regressive Model to Time Series DNA Microarray Data. 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE/EMBS 2004),.
Bak E., Najarian K..  2004.  Domain Conversion with Local Posteriors for Image Segmentation. 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004).
Bak E., Najarian K., Brockway J..  2004.  Efficient Segmentation Framework of Cell Images in Noise Environment. 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE/EMBS 2004).
Najarian K, Warren DScott.  2004.  Methods and systems for the prediction of the biological function of biopolymers.
Najarian K, Warren DScott.  2004.  Methods and systems for the prediction of the biological function of biopolymers.
Darvish A., Bak E., Najarian K..  2004.  A New Hierarchical Method for Identification of Dynamic Regulatory Pathways from Time-Series DNA Microarray Data. 3rd annual Computational Systems Bioinformatics conference (CSB2004).
Najarian K, Zaheri M, Rad AA, Najarian S, Dargahi J.  2004.  A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data.. BMC Bioinformatics. 5:201.
Darvish A., Najarian K..  2004.  Prediction of Regulatory Pathways Using mRNA Expression and Protein-Protein Interaction Data: Application to Prediction of Galactose Regulatory Pathway. 5th International Conference on Systems Biology.
Bak E., Najarian K..  2004.  Robust Segmentation Using Parametric and Nonparametric Local Spatial Posteriors. International Conference on Information Technology (ITCC 2004).
Bak E., Darvish A., Zaheri M., Najarian K..  2004.  Semiparametric Detection of Differentially Expressed Genes in the Microarray Data. 7th Conference on Computational Genomics.
Radhakrishnan S., Najarian K., Mays E..  2004.  Splice Site Detection using Pruned Maximum Likelihood Model. 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE/EMBS 2004).
2003
Fan J., Zhu X., Najarian K., Wu L..  2003.  Assessing Video Contents Through Key Objects over IP. Multimedia Tools and Applications. 21:79-95.
Tzacheva AA, Najarian K, Brockway JP.  2003.  Breast cancer detection in gadolinium-enhanced MR images by static region descriptors and neural networks. Journal of Magnetic Resonance Imaging. 17:337–342.
Wilson C, Brown D, Najarian K, Hanley EN, Gruber HE.  2003.  Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration. BMC musculoskeletal disorders. 4:4.
, Davis M.J., Splinter R., Lockhart P., Brennan M., Fox P.C., Najarian K..  2003.  Optical Diagnostics for Classifying Stages of Dental Erythema. 2003 Southern Biomedical Engineering Conference.
Gopalakrishnan K., Najarian K..  2003.  Prediction of Protein Function Using Signal Processing of Biochemical Properties. The Computational Systems Bioinformatics Conference (CSB2003).
Muralikrishnan B, Raja J, Najarian K.  2003.  Surface wavelength content based clustering using neural networks for manufacturing process mapping. International Journal of Machine Tools and Manufacture. 43:369–377.
2002
Nadjm-Tehrani S, Najarian K., Curescu C, Lingvall T, Dahlberg TA.  2002.  Adaptive load control algorithms for 3rd generation mobile networks. 5th ACM International Workshop on Modeling Analysis and Simulation of Wireless and Mobile Systems.
Najarian K.  2002.  FIR Volterra kernel neural models and PAC learning. Complexity. 7:48–55.
Najarian K..  2002.  Learning of FIR and ARX Neural Networks With Empirical Risk Minimization Algorithm. Triennial 15th IFAC World Conference on Automatic Control.
Warren D.S., Najarian K..  2002.  Learning Theory Applied to Sigmoid Network Classification of Protein Biological Function Using Primary Structure. Discrete and Continuous Dynamical Systems. Sup. vol:898-904.
Warren D.S., Najarian K..  2002.  Learning Theory Applied to Sigmoid Network Classification of Protein Biological Function Using Primary Structure. Discrete and Continuous Dynamical Systems. Sup. vol:898-904.
Najarian K.  2002.  Learning-based complexity evaluation of radial basis function networks. Neural processing letters. 16:137–150.
Warren D.S., Najarian K..  2002.  Neural Networks for Length-Dependent and Length-Independent Functional Classification and Prediction of Small Sequences of Lipase, Protease, and Isomerase. The Fourth International Conference on Dynamical Systems and Differential Equations.
Najarian K., Misaghian M., Hadzikadic M..  2002.  Neural Networks for Signal Processing and Control; A Survey. The Fourth International Conference on Dynamical Systems and Differential Equations.
Najarian K..  2002.  On Stochastic Stability of Dynamic Neural Networks. Discrete and Continuous Dynamical Systems. Sup. vol:656-663.
Najarian K..  2002.  On Stochastic Stability of Feedback Neural Networks. The Fourth International Conference on Dynamical Systems and Differential Equations.
2001
Li Z., Najarian K..  2001.  Automated Classification of Pap Smear Tests Using Neural Networks. International Joint Conference on Neural Networks (IJCNN’2001).
Li Z., Najarian K..  2001.  Automated Classification of Pap Smear Tests Using Neural Networks. International Joint Conference on Neural Networks (IJCNN’2001).
Liu J., Najarian K., El-Kwae E.E..  2001.  Comparative Evaluation of Wavelet-Based Digital Image Watermarking. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2001).
Zou Z, Najarian K., Wu G.  2001.  Evaluating Functional Relation among Biomechanical Variables. hirty-Fifth Annual Asilomar Conference on Signals, Systems and Computers.
Najarian K..  2001.  On Learning and Computational Complexity of FIR Radial Basis Function Networks Part I: Learning. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2001).
Najarian K..  2001.  On Learning and Computational Complexity of FIR Radial Basis Function Networks Part II: Complexity measures. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2001).
Najarian K.  2001.  On learning of sigmoid neural networks. Complexity. 6:39–45.
Davis K.J., Najarian K..  2001.  Maximizing Strength of Digital Watermarks Using Neural Networks. International Joint Conference on Neural Networks (IJCNN’2001).
NG Y, Najarian K..  2001.  Network’s Traffic Estimation Using Neural Networks. hirty-Fifth Annual Asilomar Conference on Signals, Systems and Computers.
Najarian K, Dumont GA, Davies MS, Heckman NE.  2001.  PAC learning in non-linear FIR models. International Journal of Adaptive Control and Signal Processing. 15:37–52.
, Najarian K., Raja J..  2001.  Process Mapping and Functional Correlation in Surface Metrology: A Novel Clustering Application. International Conference on Pattern Recognition (ICPR'2001).

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