Biomedical & Clinical Informatics Lab

Department of Computational Medicine & Bioinformatics

Publications

Export 240 results:
2013
Aghazadeh B.S., Khaleghi M, Pidaparti R, Najarian K.  2013.  Intracranial pressure (ICP) level estimation using textural features of brain CT images. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization. 1:130–137.
Aghazadeh BS, Ansari S, Pidaparti R, Najarian K.  2013.  Non-invasive estimation of intracranial pressure in traumatic brain injury (TBI) using fully-anisotropic Morlet wavelet transform and support vector regression. Biomedical Engineering Letters. 3:190-197.
Chen W, Cockrell CH, Ward K, Najarian K.  2013.  Predictability of intracranial pressure level in traumatic brain injury: features extraction, statistical analysis and machine learning-based evaluation.. Int J Data Min Bioinform. 8(4):480-94.
Zahery M, Najarian K.  2013.  Signal, Image Processing, and Machine Learning: The Key to Complex Problems in Medicine and Biology. Advances in Interdisciplinary Mathematical Research. :141–152.
2012
Belle A, Pfaffenberger M, Hargraves R.H, Najarian K.  2012.  An Automated Decision Making System for Detecting Loss of Attention In Individuals Using Real Time Processing of Electroencephalogram. VII International Workshop on Biosignal Interpretation .
Demir SU, Hakimzadeh R, Hargraves RHobson, Ward KR, Myer EV, Najarian K.  2012.  An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion.. BMC Med Imaging. 12:37.
Belle A, Hargraves RHobson, Najarian K.  2012.  An automated optimal engagement and attention detection system using electrocardiogram.. Comput Math Methods Med. 2012:528781.
Najarian K., Splinter R..  2012.  Biomedical Signal and Image Processing.
Wu J, Davuluri P, Ward KR, Cockrell C, Hobson R, Najarian K.  2012.  Fracture Detection in Traumatic Pelvic CT Images.. Int J Biomed Imaging. 2012:327198.
Davuluri P, Wu J, Tang Y, Cockrell CH, Ward KR, Najarian K, Hargraves RH.  2012.  Hemorrhage detection and segmentation in traumatic pelvic injuries.. Comput Math Methods Med. 2012:898430.
Davuluri P, Wu J, Belle A, Tang Y., Cockrell C., Ward K., Hargraves R., Najarian K..  2012.  An Image Processing And Machine Learning Based Computer-Aided Decision Support For Traumatic Pelvic Injuries. Proceedings of VII International Workshop on Biosignal Interpretation .
Shandilya S, Ward K, Kurz M, Najarian K.  2012.  Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning.. BMC Med Inform Decis Mak. 12:116.
Manjili MH, Najarian K, Wang X-Y.  2012.  Signatures of tumor-immune interactions as biomarkers for breast cancer prognosis.. Future Oncol. 8(6):703-11.
2011
Mirshahi N, Demir S, Ward K, Hobson R, Hakimzadeh R, Najarian K.  2011.  An adaptive entropic thresholding technique for image processing and diagnostic analysis of microcirculation videos. International Journal On Advances in Life Sciences. 2:133–142.
Davuluri P., Wu J., Hobson R., Cockrell C., Ward K., Najarian K..  2011.  An Automated Method for Hemorrhage Detection in Traumatic Pelvic Injuries. The 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11).
Luo Y., Bsoul R., Ward K., Najarian K..  2011.  Confidence-Based Classification with Dynamic Conformal Prediction and Its Applications in Biomedicine. The 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11).
Wu J, Davuluri P, Belle A, Cockrell C, Tang Y, Ward K, Hobson R, Najarian K.  2011.  Fracture detection and quantitative measure of displacement in pelvic CT images. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine.
Davuluri P, Wu J, Belle A, Cockrell C, Tang Y, Ward K, Najarian K, Hargraves R.  2011.  A Hybrid Approach for Hemorrhage Segmentation in Pelvic CT Scans. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine.
Chen W., Menke N., Li Q., Kecman V., Najarian K..  2011.  Modeling of Blood Coagulation System: Implementation Using a GPU Based High Speed Framework. The 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11).
Wu J., Davuluri P., Hobson R., Cockrell C., Ward K., Najarian K..  2011.  A New Hierarchical Method for Multi-Level Segmentation of Bone in Pelvic CT Scans. The 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11).
Ansari S., Ward K., Najarian K..  2011.  A New Method for Motion Artifact Reduction. The 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11).
Belle A, Hobson R, Najarian K.  2011.  A Physiological Signal Processing System for Optimal Engagement and Attention Detection. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine.
Shandilya S, Ward K, Kurz M, Najarian K.  2011.  Predicting Defibriliation Success with a Multiple-Domain Model Using Machine Learning. 2011 IEEE International Conference on Complex Medical Engineering (CME 2011).
Ansari S, Belle A, Hobson R, Ward K, Najarian K.  2011.  Reduction of Periodic Motion Artifacts from Impedance Plethysmography. 2011 International Workshop on Biomedical and Health Informatics, part of IEEE International Conference Bioinformatics & Biomedicine.
2010
Ansari S., Ward K., Najarian K..  2010.  Adaptive Set-Membership Normalized Least Mean Squares: An Adaptive Filter for the Systems with Bounded Noise. Workshop on Mining and Management of Biological and Health Data, part of The 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010).
Smith R., Ward K., Cockrell C., Ha J., Najarian K..  2010.  Detection of Fracture and Quantitative Assessment of Displacement Measures in Pelvic X-ray Images. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010).
Luo Y, Najarian K.  2010.  Employing Decoding of Specific Error Correcting Codes as a New Classification Criterion in Multiclass Learning Problems. IEEE International Conference on Pattern Recognition (ICPR).
Belle A., Ji S.Y., Ansari S., Hakimzadeh R., Ward K., Najarian K..  2010.  Frustration Detection with Electroencephalogram Signal using Wavelet Transform. The Second International Conference on Advances in Biotechnologies (BIOTECHNO 2010).
Ansari S., Belle A., Ward K., Najarian K..  2010.  Impedance Plethysmography on the Arms: Respiration Monitoring. The First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of The 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010).
Chen W., Cockrell C., Ward K., Najarian K..  2010.  Intracranial Pressure Level Prediction in Traumatic Brain Injury by Extracting Features from Multiple Sources and Using Machine Learning Methods. The 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010).
Najarian K, Ward K, Andre D, Vyas N, Teller E, Stivoric JM, Farringdon J, Boehmke S, Gasbarro J, Ji S-Y et al..  2010.  Method and apparatus for determining heart rate variability using wavelet transformation.
Mirshahi N., Demir S.U., Ward K., Hobson R., Hakimzadeh R., Najarian K..  2010.  A Multi-Resolution Entropic-based Image Processing Technique for Diagnostic Analysis of Microcirculation Videos. The Second International Conference on Advances in Biotechnologies (BIOTECHNO 2010).
Najarian K., Vasilache S., Seel N.M..  2010.  "PAC Learning", Encyclopedia of the Sciences of Learning.
Vasilache S., Smith R., Wu J., Davuluri P., Ha J., Ward K., Cockrell C., Najarian K..  2010.  Predicting Pelvic Trauma Severity Using Features Extracted from Records and X-Ray and CT Images. The First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of The 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010).
Vasilache S, Mirshahi N, Ji S-Y, Mottonen J, Jacobs DJ, Najarian K.  2010.  A signal processing method to explore similarity in protein flexibility.. Adv Bioinformatics. :454671.
Shandilya S., Najarian K., Ward K..  2010.  A Time-Series Approach for Shock Outcome Prediction Using Machine Learning. The First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of The 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010).
Bsoul A.A.R., Ji S.Y., Ward K., Najarian K..  2010.  A Unified Signal Processing and Machine Learning Method for Detection of Abnormal Heart Beats Using Electrocardiogram. The First Workshop on Knowledge Engineering, Discovery and Dissemination in Health, part of The 2010 IEEE International Conference on Bioinformatics & Biomedicine (BIBM2010).
Demir S, Mirshahi N, Ward K, Hobson RS, Hakimzadeh R., Najarian K.  2010.  Vessel Extraction of Microcirculatory Video Recordings Using Multi-Thresholding Based Verification Algorithm. The Second International Conference on Advances in Biotechnologies (BIOTECHNO 2010).
2009
Chen W, Smith R, Ji S-Y, Ward KR, Najarian K.  2009.  Automated ventricular systems segmentation in brain CT images by combining low-level segmentation and high-level template matching.. BMC Med Inform Decis Mak. 9 Suppl 1:S4.
Ji S-Y, Ward K, Najarian K.  2009.  Brain mapping and detection of functional patterns in fMRI using wavelet transform; application in detection of dyslexia.. BMC Med Inform Decis Mak. 9 Suppl 1:S6.
Hakimzadeh R., Ji S.Y., Ward K., Daneshvar K., Najarian K..  2009.  Combining Predictive Capabilities of Transcranial Doppler with Electrocardiogram to Predict Hemorrhagic Shock. The 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE/EMBS 2009).
Ji S-Y, Smith R, Huynh T, Najarian K.  2009.  A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries.. BMC Med Inform Decis Mak. 9:2.
Bsoul A.A.R., Ji S.Y., Ward K., Najarian K..  2009.  Detection of P, QRS, and T Components of ECG Using Wavelet Transformation. The 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
Ansari S., Najarian K., Ward K., Tiba M.H.  2009.  Extraction of Respiratory Rate from Impedance Signal Measured on Arm: A Portable Respiratory Rate Measurement Device. IEEE Conference on Bioinformatics and Biomedicine (IEEE BIBM 2009).
Smith R, Najarian K, Ward K.  2009.  A hierarchical method based on active shape models and directed Hough transform for segmentation of noisy biomedical images; application in segmentation of pelvic X-ray images.. BMC Med Inform Decis Mak. 9 Suppl 1:S2.
Vasilache S., Chen W., Ward K., Najarian K..  2009.  Hierarchical Object Recognition in Pelvic CT Images. The 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE/EMBS).
Vasilache S., Chen W., Ward K., Najarian K..  2009.  Hierarchical Object Recognition in Pelvic CT Images. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009).
Demir S., Mirshahi N., Tiba H., Draucker G., Ward K., Hobson R., Najarian K..  2009.  Image Processing and Machine Learning for Diagnostic Analysis of Microcirculation. ICME International Conference on Complex Medical Engineering (CME 2009).
Demir S., Mirshahi N., Tiba H., Draucker G., Ward K., Hobson R., Najarian K..  2009.  Image Processing and Machine Learning for Diagnostic Analysis of Microcirculation. 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
Olsen G., Brilliant S., Primeaux D., Najarian K..  2009.  An Image-Processing Enabled Dental Caries Detection System. CME International Conference on Complex Medical Engineering (CME 2009).

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