Biomedical & Clinical Informatics Lab

Department of Computational Medicine & Bioinformatics

Publications

Export 269 results:
2016
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, Najarian K.  2016.  Boosted Dictionary Learning for Image Compression. IEEE Transactions on Image Processing.
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).
Nejati M, Samavi S, Derksen H, Najarian K.  2016.  Denoising by Low-Rank and Sparse Representations. Journal of Visual Communication and Image Representation.
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).
Heidari M, Samavi S, Soroushmehr SMR, Shirani S, Karimi N, Najarian K.  2016.  Framework for robust blind image watermarking based on classification of attacks. Multimedia Tools and Applications. :1–21.
Nasr-Esfahani E, Karimi N, Soroushmehr SM, M Jafari H, M Khorsandi A, Samavi S, Najarian K.  2016.  Hand Gesture Recognition for Contactless Device Control in Operating Rooms. arXiv preprint arXiv:1611.04138.
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.
Shandilya S, Kurz MC, Ward KR, Najarian K.  2016.  Integration of Attributes from Non-Linear Characterization of Cardiovascular Time-Series for Prediction of Defibrillation Outcomes. PloS one. 11
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.
Soroushmehr S.M.R, Korely F, Williamson C, Ward K, Najarian K.  2016.  A Machine Learning Approach to Determine the Need for Head CT among Traumatic Brain Injury Patients.
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.
Ansari S, Ward K, Najarian K.  2016.  Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: an Adaptive Approach.
Soroushmehr S.M.R, Williamson C, Korely F, Ward K, Najarian K.  2016.  Non-invasive estimation of intracranial pressure in traumatic brain injury (TBI).
Ansari S, Tiba MHakam, Oldham K, Ward KR, Najarian K.  2016.  Noninvasive Peripheral Vascular Resistance Measured by a Polyvinylidene Fluoride Sensor Identifies Patterns of Oxygen Debt Repayment During Resuscitation After Hemorrhage. :A19409.
Karimi M, Samavi S, Karimi N, Soroushmehr SMReza, Lin W, Najarian K.  2016.  Quality Assessment of Retargeted Images by Salient Region Deformity Analysis. Journal of Visual Communication and Image Representation.
Soroushmehr S.M.Reza, Farzaneh N, Korely F, Williamson C, Ward K, Najarian K.  2016.  Quantitative assessment of hematoma in traumatic brain injury (TBI).
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.
Wu J, Hargraves RHobson, Najarian K, Belle A, Ward KR.  2016.  Segmentation and fracture detection in CT images.
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.
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. IEEE Journal of Biomedical and Health Informatics. 19(2):406-417.
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.

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