Publications

Afghah F, Razi A, Soroushmehr SMReza, Molaei S, Ghanbari H, Najarian K.  2015.  A game theoretic predictive modeling approach to reduction of false alarm. Smart Health. :118–130.

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Nejati M, Samavi S, Soroushmehr SM, Najarian K.  2015.  Low-rank regularized collaborative filtering for image denoising. Image Processing (ICIP), 2015 IEEE International Conference on.

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Najarian K, Oldham K, Slavin D, Belle A, Ward KR, Ansari S, Daniels RC.  2015.  MINIATURE PIEZOELECTRIC CARDIOVASCULAR MONITORING SYSTEM.

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Ansari S, Belle A, Najarian K.  2015.  Multi-modal integrated approach towards reducing false arrhythmia alarms during continuous patient monitoring: The Physionet Challenge 2015. Computing in Cardiology Conference (CinC), 2015.

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Ansari S, Slavin D, Tiba MH, Derksen H, Oldham K, Ward K, Najarian K.  2015.  A Novel Portable Polyvinylidene Fluoride Based Sensor for Detection of Hemorrhage. Circulation. 132:A18257.

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Kazeminia S, Karimi N, Soroushmehr SMR, Samavi S, Derksen H, Najarian K.  2015.  Region of interest extraction for lossless compression of bone X-ray images. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE.

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Fazlali HR, Karimi N, Soroushmehr SMR, Samavi S, Nallamothu B, Derksen H, Najarian K.  2015.  Robust catheter identification and tracking in X-ray angiographic sequences. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE.

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Afghah F, Razi A, Najarian K.  2015.  A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection. arXiv preprint arXiv:1512.01680.

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Soroushmehr SMReza, Davuluri P, Molaei S, Hargraves RHobson, Tang Y, Cockrell CH, Ward K, Najarian K.  2015.  Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. Journal of medical systems. 39:1–11.

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Fazlali HR, Karimi N, Soroushmehr SMR, Sinha S, Samavi S, Nallamothu B, Najarian K.  2015.  Vessel region detection in coronary X-ray angiograms. Image Processing (ICIP), 2015 IEEE International Conference on.

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Ghaedi L, Gottlieb R, Sarrett D, ismail amid, Belle A, Najarian K.  2014.  An Automated Dental Caries Detection and Scoring System for Optical Images of Tooth Occlusal Surface. IEEE Engieering in Medicine and Biology Society Conference.

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Razi A, Afghah F, Belle A, Ward K, Najarian K.  2014.  Blood Loss Severity Prediction using Game Theoretic Based Feature Selection. International Conferences on Biomedical and Health Informatics (BHI), IEEE Engineering in Medicine and Biology Society (EMBS).

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Wu J, Belle A, Hargraves RH, Cockrell C, Tang Y, Najarian K.  2014.  Bone segmentation and 3D visualization of CT images for traumatic pelvic injuries. International Journal of Imaging Systems and Technology. 24:29–38.

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Baechle M.A., Janus C., Gottlieb1 R., Belle A, Najarian K., Dishman M., Levin J..  2014.  Computer Software versus Faculty Grading of Prepared Carious Typodont Tooth.

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Belle A, Spadafore M, Derksen H, Ward K, Najarian K.  2014.  Computer-Assisted Monitoring of Hemodynamic Condition During a Simulated Experiment of Hypovolemia Using Lower Body Negative Pressure.

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Wang L, Soroushmehr S.M.R, Najarian K, Attin M.  2014.  Digitization of Electrocardiogram Prior to In-hospital Cardiac Arrest.

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Dehghannasiri R, Soroushmehr S.MReza, Shirani S.  2014.  FRAME RATE UP-CONVERSION USING NONPARAMETRIC ESTIMATOR. IEEE International Conference on Image Processing (ICIP).

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Najarian K, Hobson RStacy, Ward KR, Kanik SUmmuhan De, Mirshahi N.  2014.  Image processing and machine learning for diagnostic analysis of microcirculation.

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Belle A, Ji S-Y, Chen W, Huynh T, Najarian K.  2014.  Rule-based Computer Aided Decision Making for Traumatic Brain Injuries. Machine Learning in Healthcare Informatics. :229–259.

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Shandilya S, Sabouriazad P, Attin M, Najarian K.  2014.  Time Series Feature Extraction and Machine Learning for Prediction of In-Hospital Cardiac Arrest. Circulation. 130:A19524–A19524.

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Qi X, Belle A, Shandilya S, Najarian K, Hargraves RSHobson, Cockrell C, Tang Y, Ward K.  2013.  Automated Analysis of CT Slices for Detection of Ideal Midline from Brain CT Scans. International Multi-Conference on Computing in the Global Information Technology (ICCGI).

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Xuguang Q, Belle A, Shandilya S., Najarian K., Chen W, Hargraves R.S.H., Cockrell C.  2013.  Automated Intracranial Pressure Prediction Using Multiple Features Sources. IEEE International Conference on Information Science and Applications (ICISA).

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Chen W, Belle A, Cockrell C, Ward KR, Najarian K.  2013.  Automated midline shift and intracranial pressure estimation based on brain CT images. Journal of Visualized Experiments : JoVE.

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Najarian K, Deriche R, Kon MA, ST Hirata N.  2013.  Bioinformatics and Biomedical Informatics. The Scientific World Journal. 2013

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Belle A, Kon MA, Najarian K.  2013.  Biomedical informatics for computer-aided decision support systems: a survey.. ScientificWorldJournal. 2013:769639.

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Oswal V, Belle A, Diegelmann R, Najarian K.  2013.  An entropy-based automated cell nuclei segmentation and quantification: application in analysis of wound healing process.. Comput Math Methods Med. 2013:592790.

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Ji S-Y, Belle A, Ward KR, Ryan KL, Rickards CA, Convertino VA, Najarian K.  2013.  Heart rate variability analysis during central hypovolemia using wavelet transformation.. J Clin Monit Comput. 27(3):289-302.

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Luo Y, Hargraves RH, Belle A, Bai O, Qi X, Ward KR, Pfaffenberger M.P., Najarian K.  2013.  A hierarchical method for removal of baseline drift from biomedical signals: application in ECG analysis.. ScientificWorldJournal. 2013:896056.

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Qi X, Belle A, Shandilya S, Chen W, Cockrell CH, Tang Y, Ward KR, Hargraves RHobson, Najarian K.  2013.  Ideal Midline Detection Using Automated Processing of Brain CT Image. Open Journal of Medical Imaging.

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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.

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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.

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Aghazadeh B.S, 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(3):190-197.

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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.

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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.

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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 .

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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.

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Belle A, Hargraves RHobson, Najarian K.  2012.  An automated optimal engagement and attention detection system using electrocardiogram.. Comput Math Methods Med. 2012:528781.

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Najarian K., Splinter R..  2012.  Biomedical Signal and Image Processing.

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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.

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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.

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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 .

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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.

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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.

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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.

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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).

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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).

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Ansari S., Ward K., Najarian K..  2011.  Epsilon-tube regression: A new method for motion artifact reduction. Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE.

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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.

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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.

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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).

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