Publications
Export 271 results:
A game theoretic predictive modeling approach to reduction of false alarm. Smart Health. :118–130.
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2015. Low-rank regularized collaborative filtering for image denoising. Image Processing (ICIP), 2015 IEEE International Conference on.
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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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2015. A Novel Portable Polyvinylidene Fluoride Based Sensor for Detection of Hemorrhage. Circulation. 132:A18257.
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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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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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2015. A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection. arXiv preprint arXiv:1512.01680.
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2015. Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. Journal of medical systems. 39:1–11.
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2015. Vessel region detection in coronary X-ray angiograms. Image Processing (ICIP), 2015 IEEE International Conference on.
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2015. 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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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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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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2014. FRAME RATE UP-CONVERSION USING NONPARAMETRIC ESTIMATOR. IEEE International Conference on Image Processing (ICIP).
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2014. Rule-based Computer Aided Decision Making for Traumatic Brain Injuries. Machine Learning in Healthcare Informatics. :229–259.
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2014. Time Series Feature Extraction and Machine Learning for Prediction of In-Hospital Cardiac Arrest. Circulation. 130:A19524–A19524.
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2014. 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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2013. Automated Intracranial Pressure Prediction Using Multiple Features Sources. IEEE International Conference on Information Science and Applications (ICISA).
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2013. Automated midline shift and intracranial pressure estimation based on brain CT images. Journal of Visualized Experiments : JoVE.
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2013. Bioinformatics and Biomedical Informatics. The Scientific World Journal. 2013
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2013. Biomedical informatics for computer-aided decision support systems: a survey.. ScientificWorldJournal. 2013:769639.
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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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2013. Heart rate variability analysis during central hypovolemia using wavelet transformation.. J Clin Monit Comput. 27(3):289-302.
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2013. A hierarchical method for removal of baseline drift from biomedical signals: application in ECG analysis.. ScientificWorldJournal. 2013:896056.
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2013. Ideal Midline Detection Using Automated Processing of Brain CT Image. Open Journal of Medical Imaging.
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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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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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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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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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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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2013. 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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2012. An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion.. BMC Med Imaging. 12:37.
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2012. An automated optimal engagement and attention detection system using electrocardiogram.. Comput Math Methods Med. 2012:528781.
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2012. Fracture Detection in Traumatic Pelvic CT Images.. Int J Biomed Imaging. 2012:327198.
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2012. Hemorrhage detection and segmentation in traumatic pelvic injuries.. Comput Math Methods Med. 2012:898430.
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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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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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2012. Signatures of tumor-immune interactions as biomarkers for breast cancer prognosis.. Future Oncol. 8(6):703-11.
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2012. 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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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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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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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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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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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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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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