Biomedical & Clinical Informatics Lab

Department of Computational Medicine & Bioinformatics

Publications

Export 269 results:
2011
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. 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
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).
Olsen G., Brilliant S., Primeaux D., Najarian K..  2009.  An Image-Processing Enabled Dental Caries Detection System. The 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. The 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).
Ji S.Y., Bsoul A.A.R., Ward K., Ryan K., Rickard C., Convertino V., Najarian K..  2009.  Incorporating Physiological Signals to Blood Loss Prediction Based on Discrete Wavelet Transformation. 2009 American Heart Association (AHA) Resuscitation Science Symposium.
Bsoul A.R, Ji S.Y., Ward K., Ryan K., Rickard C., Convertino V., Najarian K..  2009.  Prediction of Severity of Blood Volume Loss Using Features Based on P, T and QRS Waves. 2009 American Heart Association (AHA) Resuscitation Science Symposium.
Hakimzadeh R., Ji S.Y., Smith R., Ward K., Daneshvar K., Najarian K..  2009.  Processing of Transcranial Doppler for Assessment of Blood Volume Loss. 2009 IEEE Information Reuse and Integration (IRI).
Chen W., Najarian K..  2009.  Segmentation of Ventricles in Brain CT Images Using Gaussian Mixture Model Method. The 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
Ji S.Y., Ward K., Ryan K., Rickard C., Convertino V., Vyas N., Stivoric J., Najarian K..  2009.  Severity of Hemorrhage Prediction of ECG Signal with Wavelet Transformation Analysis. : 2009 American Heart Association (AHA) Resuscitation Science Symposium.
Ji S.Y., Ward K., Ryan K., Rickard C., Convertino V., Vyas N., Stivoric J., Najarian K..  2009.  Severity of Hemorrhage Prediction of ECG Signal with Wavelet Transformation Analysis. 2009 American Heart Association (AHA) Resuscitation Science Symposium.
Olsen G., Brilliant S., Primeaux D., Najarian K..  2009.  Signal processing and machine learning for real-time classification of ergonomic posture with unobtrusive on-body sensors; application in dental practice. ICME International Conference on Complex Medical Engineering (CME 2009).
Olsen G., Brilliant S., Primeaux D., Najarian K..  2009.  Signal Processing and Machine Learning for Real-Time Classification of Ergonomic Posture with Unobtrusive On-body Sensors; Application in dental Practice. The 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
Smith R., Najarian K..  2009.  Splines and Active Model for Segmentation of Pelvic X-ray Images. ICME International Conference on Complex Medical Engineering (CME 2009).
Smith R., Najarian K..  2009.  Splines and Active Model for Segmentation of Pelvic X-ray Images. The 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
Najarian K., Eichelberger C., Najairian S., Gharibnia S..  2009.  Systems Biology and Bioinformatics:: A Computational Approach.
Chen W., Smith R., Vasilache S., Najarian K., Ward K., Cockrell C., Ha J..  2009.  Traumatic Pelvic Injury Outcome Prediction by Extracting Features from Relevant Medical Records and X-ray Images. IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2009).
Vasilache S., Najarian K..  2009.  A unified method based on wavelet filtering and Active Contour Models for segmentation of Pelvic CT images. of ICME International Conference on Complex Medical Engineering (CME 2009).
Vasilache GS., Najarian K..  2009.  A Unified Method Based on Wavelet Filtering and Active Contour Models for Segmentation of Pelvic CT Images. 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
Vasilache S, Ward K, Cockrell C, Ha J, Najarian K.  2009.  Unified wavelet and Gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images.. BMC Med Inform Decis Mak. 9 Suppl 1:S8.
Demir S., Mirshahi N., Ward K., Hobson R.S., Najarian K..  2009.  Vessel Segmentation Based on Multi-Thresholding for Diagnostic Analysis of Microcirculation. 2009 American Heart Association’s Scientific Sessions and Resuscitation Science Symposium.
Ji S.Y., Chen W., Ward K., Rickard C., Ryan K., Convertino V., Najarian K..  2009.  Wavelet Based Analysis of Physiological Signals for Prediction of Severity of Hemorrhagic Shock. The 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).
Ji S.Y., Chen W., Ward K., Rickard C., Ryan K., Convertino V., Najarian K..  2009.  Wavelet Based Analysis of Physiological Signals for Prediction of Severity of Hemorrhagic Shock. ICME International Conference on Complex Medical Engineering (CME 2009).
2008
Vasilache S., Najarian K..  2008.  Automated bone segmentation from pelvic CT images. 2008 IEEE Bioinformatics and Biomedicine (BIBM) International Workshop on Biomedical and Hearth Informatics (BHI).

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