Conference Paper

2021

Bianchi J, Ruellas A, Prieto JCarlos, Li T, Soroushmehr R, Najarian K, Gryak J, Deleat-Besson R, Le C, Yatabe M et al.. 2021. Decision Support Systems in Temporomandibular Joint Osteoarthritis: A review of Data Science and Artificial Intelligence Applications. Seminars in Orthodontics.

Brosset S, Dumont M, Cevidanes L, Soroushmehr R, Bianchi J, Gurgel ML, Deleat-Besson R, Le C, Ruellas A, Yatabe M et al.. 2021. Web infrastructure for data management, storage and computation. Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging.

2020

Brosset S, Dumont M, Bianchi J, Ruellas A, Cevidanes L, Yatabe M, Gonçalves J, Benavides E, Soki F, Prieto BPaniag Jua et al.. 2020. 3D Auto-Segmentation of Mandibular Condyles. 2020 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Alge O, Lu L, Li Z, Hua Y, Gryak J, Najarian K. 2020. Automated Classification of Osteosarcoma and Benign Tumors Using RNA-Seq and Plain X-Ray. 2020 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Alge O, Soroushmehr S.M.R, Gryak J, Kratz A, Najarian K. 2020. Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. 2020 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

2019

Yao H, Stidham RW, Soroushmehr R, Gryak J, Najarian K. 2019. Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Soroushmehr R, Rajajee K, Williamson C, Gryak J, Najarian K, Ward K, Tiba MH. 2019. Automated optic nerve sheath diameter measurement using super-pixel analysis. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Yao H, Williamson C, Gryak J, Najarian K. 2019. Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. 7th International Work-Conference on Bioinformatics and Biomedical Engineering.

Sabeti E, Drews J, Reamaroon N, Gryak J, Sjoding M, Najarian K. 2019. Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Cui C, Thurnhofer-Hemsi K, Soroushmehr R, Mishra A, Gryak J, Domínguez E, Najarian K, López-Rubio E. 2019. Diabetic Wound Segmentation using Convolutional Neural Networks. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Li Z, Derksen H, Gryak J, Hooshmand M, Wood A, Ghanbari H, Gunaratne P, Najarian K. 2019. Markov Models for Detection of Ventricular Arrhythmia. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Gribov A, Horan K, Gryak J, Najarian K, Shpilrain V, Soroushmehr R, Kahrobaei D. 2019. Medical Diagnostics Based on Encrypted Medical Data. International Conference on Bio-inspired Information and Communication.

Jiang C, Cao J, Williamson C, Farzaneh N, Rajajee V, Gryak J, Najarian K, Soroushmehr SMReza. 2019. Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Ghazanfari B, Afghah F, Najarian K, Mousavi S, Gryak J, Todd J. 2019. An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Yao H, Aaronson KD, Lu L, Gryak J, Najarian K, Golbus JR. 2019. Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

2018

Li Z, Derksen H, Gryak J, Ghanbari H, Gunaratne P, Najarian K. 2018. Atrial Fibrillation Prediction Using Recordings from Portable Devices. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Farzaneh N, Soroushmehr SMR, Patel H, Wood A, Gryak J, Fessell D, Najarian K. 2018. Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Hooshmand M, Soroushmehr SMR, Williamson C, Gryak J, Najarian K. 2018. Automatic Midline Shift Detection in Traumatic Brain Injury. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Alge O, Gryak J, Hua Y, Najarian K. 2018. Classifying Osteosarcoma Using Meta-Analysis of Gene Expression. 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Yao H, Zhang W, Malhan R, Gryak J, Najarian K. 2018. Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Wood A, Soroushmehr SMR, Farzaneh N, Ward K, Fessell D, Gryak J, Najarian K. 2018. Fully Automated Spleen Localization and Segmentation Using Machine Learning and 3D Active Contours. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Yao H, Williamson C, Soroushmehr SMR, Gryak J., Najarian K. 2018. Hematoma Segmentation Using Dilated Convolutional Neural Network. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Wang L, Ansari S, Ward KR, Najarian K, Oldham KR. 2018. Identification of Compensatory Arterial Dynamics in Swine Using a Non-Invasive Sensor for Local Vascular Resistance. Proceedings of the ASME Dynamic Systems and Control Conference ASME.

Li Z, Derksen H, Gryak J, Ghanbari H, Gunaratne P, Najarian K. 2018. A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices. 2018 40th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society ({EMBC}).

Shen R, Li Z, Zhang L, Hua Y, Mao M, Li Z, Cai Z, Qiu Y, Gryak J, Najarian K. 2018. Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Wood A, Shpilrain V, Najarian K, Mostashari A, Kahrobaei D. 2018. Private-Key Fully Homomorphic Encryption for Private Classification. International Congress on Mathematical Software.

2017

Tavakoli N, Karimi M, Nejati M, Karimi N, Soroushmehr S.M.R, Samavi S, Najarian K. 2017. Abnormality Detection of Mammograms by Discriminative Dictionary learning on DSIFT Descriptors. IEEE Engineering in Medicine and Biology Society conference (EMBC'17).

Farzaneh N, Habbo-Gavin S, Soroushmehr S.M.R, Patel H, Fessell D, Ward K, Najarian K. 2017. Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. IEEE International Conference on Acoustics, Speech and Signal Processing.

Farzaneh N, Soroushmehr S.M.R, Williamson C, Jiang C, Srinivasan A, Bapuraj JRajiv, Ward K, Korley FK, Najarian K. 2017. Automated Subdural Hematoma Segmentation for Traumatic Brain Injured (TBI) Patients. IEEE Engineering in Medicine and Biology Society conference (EMBC'17).

Li Z, Soroushmehr S.M.R, Hua Y, Mao M, Qiu Y, Najarian K. 2017. Classifying Osteosarcoma Patients Using Machine Learning Approaches. to be presented in IEEE Engineering in Medicine and Biology Society conference (EMBC'17).

Molaei S, Horan K, Nallamothu B, Kahrobaei D, Shiri M, Najarian K. 2017. Deep Convolutional Neural Networks for Left Ventricle Segmentation. to be presented in IEEE Engineering in Medicine and Biology Society conference (EMBC'17).

Wang L, Ansari S, Najarian K, Ward K, Oldham K. 2017. Estimation of Peripheral Artery Radius using Non-Invasive Sensors and Kalman Filtering of Local Dynamics. American Control Conference.

Nejati M, Karimi M, Soroushmehr S.M.R, Karimi N, Samavi S, Najarian K. 2017. Fast Exposure Fusion Using Exposedness Function. IEEE International Conference on Image Processing (ICIP’2017).

Gunaratne P, Ebe K, Horan K, Najarian K, Soroushmehr S.M.R. 2017. Feasibility Study for In-Vehicle Detection of Severe Cardiac Events. to appear in FAST-zero symposia.

Ansari S, Molaei S, Oldham K, Heung M, Ward KR, Najarian K. 2017. A Kalman Filter Approach with State Inequality Constraints for Real-time Prediction of Intradialytic Hypotension using a Polyvinylidene Fluoride Based Sensor. to be presented in IEEE Engineering in Medicine and Biology Society conference (EMBC'17).

Zare F., Ansari S., Najarian K., Nabavi S.. 2017. Noise cancellation for robust copy number variation detection using next generation sequencing data. Bioinformatics and Biomedicine (BIBM).

2016

Jafari MH, Samavi S, Karimi N, Ward K, Najarian K. 2016. Automatic detection of melanoma using broad extraction of features from digital images. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Kadkhodaei M, Samavi S, Karimi N, Mohaghegh H, Soroushmehr SMR, Ward K, All A, Najarian K. 2016. Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Nejati M, Samavi S, Karimi N, Soroushmehr SMReza, Najar K,. 2016. Boosted multi-scale dictionaries for image compression. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Nejati M, Samavi S, Soroushmehr SMReza, Najar K,. 2016. Coherence regularized dictionary learning. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Mohaghegh H, Samavi S, Karimi N, Soroushmehr SMR, Najarian K. 2016. Depth estimation from single images using modified stacked generalization. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Khorsandi MA, Karimi N, Samavi S, Hajabdollahi M, Soroushmehr SMR, Ward K, Najarian K. 2016. Hardware image assessment for wireless endoscopy capsules. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Farzaneh N, Samavi S, Soroushmehr SMReza, Patel H, Habbo-Gavin S, Fessell DPaul, Ward KR, Najarian K. 2016. Liver segmentation using location and intensity probabilistic atlases. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Molaei S, Korley FK, Soroushmehr SMReza, Falk H, Sair H, Ward K, Najarian K. 2016. A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Nasr-Esfahani E, Samavi S, Karimi N, Soroushmehr SMR, Jafari MH, Ward K, Najarian K. 2016. Melanoma detection by analysis of clinical images using convolutional neural network. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Soroushmehr S.M.Reza, Bafna A, Sinha S, Nallamothu B, Ward KR, Najarian K. 2016. Quantitative Measurement of Vasculature in Coronary Angiogram Videos. IEEE Biomedical Health Informatics Conference.

M. Khorsandi A, Karimi N, Soroushmehr S.M.Reza, Hajabdollahi M, Samavi S, Ward K, Najarian K. 2016. Radon Transform Inspired Method for Hand Gesture Recognition. International Conference on Pattern Recognition (ICPR).

Ansari S, Farzaneh N, Heung M, Oldham K, Derksen H, Najarian K. 2016. Real-time Detection of Intradialytic Hypotension using a Novel Polyvinylidene Fluoride Based Sensor. IEEE Biomedical Health Informatics Conference.

HosseinKhani Z, Karimi N, Soroushmehr S.M.Reza, Hajabdollahi M, Samavi S, Ward K, Najarian K. 2016. Real-Time Removal of Random Value Impulse Noise in Medical Images. International Conference on Pattern Recognition (ICPR).

Jamali M, Samavi S, Karimi N, Soroushmehr SMR, Ward K, Najarian K. 2016. Robust watermarking in non-ROI of medical images based on DCT-DWT. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Jafari MH, Samavi S, Soroushmehr SMR, Mohaghegh H, Karimi N, Najarian K. 2016. Set of descriptors for skin cancer diagnosis using non-dermoscopic color images. Image Processing (ICIP), 2016 IEEE International Conference on.

Mohaghegh H, Karimi N, Soroushmehr S.M.Reza, Samavi S, Najarian K. 2016. Single Image Depth Estimation Using Joint Local-Global Features. International Conference on Pattern Recognition (ICPR).

Jafari MH, Karimi N, Nasr-Esfahani E, Samavi S, Soroushmehr SMR, Ward K, Najarian K. 2016. Skin Lesion Segmentation in Clinical Images Using Deep Learning. Pattern Recognition (ICPR), 2016 23rd International Conference on.

Nasr-Esfahani E, Samavi S, Karimi N, Soroushmehr SMR, Ward K, Jafari MH, Felfeliyan B, Nallamothu B, Najarian K. 2016. Vessel extraction in X-ray angiograms using deep learning. Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the.

Felfelian B, Fazlali HR, Karimi N, Soroushmehr SMR, Samavi S, Nallamothu B, Najarian K. 2016. Vessel segmentation in low contrast X-ray angiogram images. Image Processing (ICIP), 2016 IEEE International Conference on.

2015

Mohaghegh H, Karimi N, Soroushmehr SMR, Samavi S, Najarian K. 2015. Adaptive stereo medical image watermarking using non-corresponding blocks. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE.

Kazeminia S, Karimi N, Mirmahboub B, Soroushmehr SMR, Samavi S, Najarian K. 2015. Bone extraction in X-ray images by analysis of line fluctuations. Image Processing (ICIP), 2015 IEEE International Conference on.

Soroushmehr SMR, Bafna A, Schlosser S, Ward K, Derksen H, Najarian K. 2015. CT image segmentation in traumatic brain injury. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

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.

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.

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.

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.

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.

2014

Mohaghegh H, Karimi N, Soroushmehr SMR, Samavi S, Najarian K. 2015. Adaptive stereo medical image watermarking using non-corresponding blocks. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE.

Kazeminia S, Karimi N, Mirmahboub B, Soroushmehr SMR, Samavi S, Najarian K. 2015. Bone extraction in X-ray images by analysis of line fluctuations. Image Processing (ICIP), 2015 IEEE International Conference on.

Soroushmehr SMR, Bafna A, Schlosser S, Ward K, Derksen H, Najarian K. 2015. CT image segmentation in traumatic brain injury. 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

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.

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.

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.

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.

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.

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.

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).

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

2013

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).

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).

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 .

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 .

2011

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).

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.

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).

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).

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).

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

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).

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).

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).

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).

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. The 2009 IEEE/ICME International Conference on Complex Medical Engineering (CME2009).

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. 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).

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 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., 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).

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. ICME International Conference on Complex Medical Engineering (CME 2009).

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).

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).

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).

Ji S-Y, Najarian K, Smith R, Huynh T. 2008. Computer Aided Traumatic Pelvic Injury Decision Making. Southern Association for Information Systems.

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 (BIBM'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.

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

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.

2005

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).

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).

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

, 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).

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. Learning of FIR and ARX Neural Networks With Empirical Risk Minimization Algorithm. Triennial 15th IFAC World Conference on Automatic Control.

Warren D.S., Najarian K.. 2002. Neural Networks for Length-Dependent and Length-Independent Functional Classification and Prediction of Small Sequences of Lipase, Protease, and Isomerase. The Fourth International Conference on Dynamical Systems and Differential Equations.

Najarian K., Misaghian M., Hadzikadic M.. 2002. Neural Networks for Signal Processing and Control; A Survey. The Fourth International Conference on Dynamical Systems and Differential Equations.

Najarian K.. 2002. On Stochastic Stability of Feedback Neural Networks. The Fourth International Conference on Dynamical Systems and Differential Equations.

2001

Li Z., Najarian K.. 2001. Automated Classification of Pap Smear Tests Using Neural Networks. International Joint Conference on Neural Networks (IJCNN’2001).

Li Z., Najarian K.. 2001. Automated Classification of Pap Smear Tests Using Neural Networks. International Joint Conference on Neural Networks (IJCNN’2001).

Liu J., Najarian K., El-Kwae E.E.. 2001. Comparative Evaluation of Wavelet-Based Digital Image Watermarking. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2001).

Zou Z, Najarian K., Wu G. 2001. Evaluating Functional Relation among Biomechanical Variables. hirty-Fifth Annual Asilomar Conference on Signals, Systems and Computers.

Najarian K.. 2001. On Learning and Computational Complexity of FIR Radial Basis Function Networks Part I: Learning. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2001).

Najarian K.. 2001. On Learning and Computational Complexity of FIR Radial Basis Function Networks Part II: Complexity measures. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2001).

Davis K.J., Najarian K.. 2001. Maximizing Strength of Digital Watermarks Using Neural Networks. International Joint Conference on Neural Networks (IJCNN’2001).

NG Y, Najarian K.. 2001. Network’s Traffic Estimation Using Neural Networks. hirty-Fifth Annual Asilomar Conference on Signals, Systems and Computers.

, Najarian K., Raja J.. 2001. Process Mapping and Functional Correlation in Surface Metrology: A Novel Clustering Application. International Conference on Pattern Recognition (ICPR'2001).