Biomedical & Clinical Informatics Lab

Department of Computational Medicine & Bioinformatics

Publications

Export 240 results:
2016
Belle A, Ansari S, Spadafore M, Convertino VA, Ward KR, Derksen H, Najarian K.  2016.  A Signal Processing Approach for Detection of Hemodynamic Instability before Decompensation. PloS one. 11:e0148544.
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.
Ansari S, Belle A, Ghanbari H, Salamango M, Najarian K.  2016.  Suppression of false arrhythmia alarms in the ICU: a machine learning approach. Physiological Measurement. 37:1186–1203.
Nejati M, Samavi S, Karimi N, Soroushmehr SMR, Shirani S, Rosta I, Najarian K.  2016.  Surface Area-Based Focus Criterion for Multi-Focus Image Fusion. Information Fusion.
Heidt ST, Kratz A, Najarian K, Hassett AL,.  2016.  Symptoms In Atrial Fibrillation: A Contemporary Review And Future Directions. Journal of Atrial Fibrillation. 9
Ward KR, Alam H, Najarian K,, Mitchell R.  2016.  System for Providing Continuous Systolic Blood Pressure Measurement to Maintain Permissive Hypotension.
Karimi N, Samavi S, Soroushmehr S.MReza, Shirani S, Najarian K.  2016.  Toward Practical Guideline for Design of Image Compression Algorithms for Biomedical Applications. Expert Systems and Applications.
Soroushmehr SMReza, Najarian K.  2016.  Transforming big data into computational models for personalized medicine and health care. Dialogues in Clinical Neuroscience. 18:339.
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.
Belle A, Thiagarajan R, Soroushmehr SM, Navidi F, Beard DA, Najarian K.  2015.  Big Data Analytics in Healthcare. BioMed research international. 2015
Najarian K, Ward KR, Shirani S.  2015.  Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014. Computational and mathematical methods in medicine. 2015
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 SMReza, Bafna A, Shashank S, Brahmajee N, Ward K, Najarian K.  2015.  Computer-assisted Diagnosis of Coronary Angiography. Circulation. 132:A15456–A15456.
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).
Attin M, Wang L, Soroushmehr SMReza, Lin C-D, Lemus H, Spadafore M, Najarian K.  2015.  Digitization of Electrocardiogram From Telemetry Prior to In-hospital Cardiac Arrest A Pilot Study. Biological research for nursing. :1099800415602092.
Najarian K, Belle A, Ward K, Derksen H.  2015.  EARLY DETECTION OF HEMODYNAMIC DECOMPENSATION USING TAUT-STRING TRANSFORMATION.
Attin M, Feld G, Lemus H, Najarian K, Shandilya S, Wang L, Sabouriazad P, Lin C-D.  2015.  Electrocardiogram characteristics prior to in-hospital cardiac arrest. Journal of clinical monitoring and computing. 29:385–392.
Ansari S, Ward K, Najarian K.  2015.  Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts From Impedance Plethysmography Signal. Biomedical and Health Informatics, IEEE Journal of. 19:406–417.
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.
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.
Najarian K, Oldham K, Slavin D, Belle A, Ward KR, Ansari S, Daniels RC.  2015.  MINIATURE PIEZOELECTRIC CARDIOVASCULAR MONITORING SYSTEM.
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.
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.
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.
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.
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.
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
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).
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.
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.
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.
Wang L, Soroushmehr S.M.R, Najarian K, Attin M.  2014.  Digitization of Electrocardiogram Prior to In-hospital Cardiac Arrest.
Dehghannasiri R, Soroushmehr S.MReza, Shirani S.  2014.  FRAME RATE UP-CONVERSION USING NONPARAMETRIC ESTIMATOR. IEEE International Conference on Image Processing (ICIP).
Najarian K, Hobson RStacy, Ward KR, Kanik SUmmuhan De, Mirshahi N.  2014.  Image processing and machine learning for diagnostic analysis of microcirculation.
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.
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.
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).
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.
Najarian K, Deriche R, Kon MA, ST Hirata N.  2013.  Bioinformatics and Biomedical Informatics. The Scientific World Journal. 2013
Belle A, Kon MA, Najarian K.  2013.  Biomedical informatics for computer-aided decision support systems: a survey.. ScientificWorldJournal. 2013:769639.
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.
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.
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.
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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