Biomedical & Clinical Informatics Lab

Department of Computational Medicine & Bioinformatics

Publications

Export 269 results:
2008
Chen W., Smith R., Ji S.Y, Najarian K..  2008.  Automated segmentation of lateral ventricles in brain CT images. 2008 IEEE Bioinformatics and Biomedicine (BIBM) International Workshop on Biomedical and Hearth Informatics (BHI).
Smith R., Najarian K..  2008.  Automated segmentation of pelvic bone structure in X-ray radiographs Using active shape models and directed Hough transform. 2008 IEEE Bioinformatics and Biomedicine (BIBM) International Workshop on Biomedical and Hearth Informatics (BHI).
Najarian K., DeMott, II R., Cooper J..  2008.  Automated Target Recognition and Classification in Aerial Photography. International Journal of System, Signal, Control and Engineering Application. 1:1-14.
Ji S-Y, Najarian K, Smith R, Huynh T.  2008.  Computer Aided Traumatic Pelvic Injury Decision Making. Southern Association for Information Systems.
Jeong DHyun, Darvish A, Najarian K, Yang J, Ribarsky W.  2008.  Interactive visual analysis of time-series microarray data. The Visual Computer. 24:1053–1066.
Ji S.Y., Najarian K..  2008.  A modified maximum correlation modeling method for fMRI brain. 2008 IEEE Bioinformatics and Biomedicine (BIBM) International Workshop on Biomedical and Hearth Informatics (BHI).
Vasilache S, Ji S-Y, Smith R, Huynh T, Najarian K.  2008.  Outcome Prediction in Traumatic Pelvic Injuries Using Maximum Similarity and Quality Measures. IEEE Conference on Information Reuse and Integration 2008 (IRI’2008).
2007
Li Z., Najarian K..  2007.  Biomedical Image Segmentation Based on Shape Stability. 14th IEEE International Conference on Image Processing (ICIP’2007).
Ji S-Y, Huynh T, Najarian K.  2007.  A Comparative Medical Informatics Approach to Traumatic Pelvic Injuries. IEEE International Conference on Bioinformatics and Biomedicine.
Ji S.Y., Huynh T., Najarian K..  2007.  A Comparative Medical Informatics Approach to Traumatic Pelvic Injuries. IEEE International Conference on Bioinformatics and Biomedicine (BIBM'2007).
Green T.M., Najarian K..  2007.  Correlations between emotion regulation, learning performance, and cortical activity. 29th Annual Conference of the Cognitive Science Society.
Ji S.Y., Huynh T., Najarian K..  2007.  An Intelligent Method for Computer-Aided Trauma Decision Making System. 45th ACM Southeast Conference (ACMSE’2007).
Darvish A., Najarian K., Sudjianto A., Kern D..  2007.  Signal Processing and Classification for Detection of Suspicious Transactions. Joint Statistical Meetings (JSM).
2006
Najarian K.  2006.  Automated digital watermarking methods using neural networks.
Najarian K., Eichelberger C..  2006.  "Back-Propagation Algorithm", in Wiley Encyclopedia of Biomedical Engineering. Wiley Encyclopedia of Biomedical Engineering.
Najarian K., Eichelberger C., Akay M..  2006.   "Genetic Algorithms of Processing and Classification", in Wiley Encyclopedia of Biomedical Engineering. Wiley Encyclopedia of Biomedical Engineering.
Najarian K., Darvish A., Akay M..  2006.  "Maximum Likelihood Estimation; Applications in Analysis of Biomedical Signals and Images" , in Wiley Encyclopedia of Biomedical Engineering. Wiley Encyclopedia of Biomedical Engineering.
Najarian K., Darvish A., Akay M..  2006.   "Neural Networks and Their Applications in Biomedical Engineering" , in Wiley Encyclopedia of Biomedical Engineering. Wiley Encyclopedia of Biomedical Engineering.
Darvish A, Najarian K.  2006.  Prediction of regulatory pathways using mRNA expression and protein interaction data: application to identification of galactose regulatory pathway.. Biosystems. 83(2-3):125-35.
Najarian K., Ford B., Akay M..  2006.   "Protein Structure, Folding, and Conformation", in Wiley Encyclopedia of Biomedical Engineering. Wiley Encyclopedia of Biomedical Engineering.
Li Z., Najarian K..  2006.  Similarity calculation for anti-HIV drugs based on spanning tree matching algorithm. 23rd American Chemical Society (ACS) National Meeting.
Eichelberger C., Najarian K..  2006.  Simulating Protein Computing: Character Recognition. IEEE conference on Granular Computing.
Najarian K., Eichelberger C., Akay M..  2006.  "Software Engineering", in Wiley Encyclopedia of Biomedical Engineering. Wiley Encyclopedia of Biomedical Engineering.
2005
Najarian K., Splinter R..  2005.   Biomedical Signal and Image Processing.
Dargahi J., Najarian S., Najarian K..  2005.  Development and 3-dimensional modeling of a biological tissue grasper tool equipped with a tactile sensor. The IEEE Canadian Journal of Electrical and Computer Engineering. 30
Najarian K..  2005.  Fixed-Distribution PAC Learning Theory for Neural FIR Models. Journal of Intelligent Information Systems. 25:1573-7675.
Najarian K, Gopalakrishnan K, Zadeh RH.  2005.  Signal processing for functional analysis of protein mutants. International journal of bioinformatics research and applications. 1:102–120.
Najarian K., Jeong D.H., Ribarsky W..  2005.  System Identification and Nonlinear Factor Analysis for Discovery and Visualization of Dynamic Gene Regulatory Pathways. 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.
2004
Zhang G., Mays L., Najarian K..  2004.  Comparison of Haploview and Hap Based on Haplotype Analysis Using Genotype Data on Chromosome 19. The International Conference on Molecular Systems Biology.
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.

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