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Kayvan Najarian - Publications

Affiliations: 
Computer Science Department University of North Carolina, Charlotte, Charlotte, NC, United States 
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49 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Yao H, Williamson C, Gryak J, Najarian K. Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury. Artificial Intelligence in Medicine. 107: 101910. PMID 32828449 DOI: 10.1016/J.Artmed.2020.101910  0.319
2019 Sabeti E, Reamaroon N, Mathis M, Gryak J, Sjoding M, Najarian K. Signal quality measure for pulsatile physiological signals using morphological features: Applications in reliability measure for pulse oximetry. Informatics in Medicine Unlocked. 16. PMID 32864419 DOI: 10.1016/J.Imu.2019.100222  0.303
2019 Mohaghegh H, Karimi N, Soroushmehr SMR, Samavi S, Najarian K. Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation Ieee Transactions On Circuits and Systems For Video Technology. 29: 683-697. DOI: 10.1109/Tcsvt.2018.2808682  0.316
2019 Karimi M, Soltanian N, Samavi S, Najarian K, Karimi N, Reza Soroushmehr S. Blind stereo image quality assessment inspired by brain sensory-motor fusion Digital Signal Processing. 91: 91-104. DOI: 10.1016/J.Dsp.2019.03.004  0.324
2019 Hajabdollahi M, Esfandiarpoor R, Khadivi P, Soroushmehr S, Karimi N, Najarian K, Samavi S. Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames Biomedical Signal Processing and Control. 53: 101565. DOI: 10.1016/J.Bspc.2019.101565  0.316
2019 HosseinKhani Z, Hajabdollahi M, Karimi N, Najarian K, Emami A, Shirani S, Samavi S, Soroushmehr SMR. Real-time removal of impulse noise from MR images for radiosurgery applications International Journal of Circuit Theory and Applications. 47: 406-426. DOI: 10.1002/Cta.2591  0.309
2018 Kalinin AA, Higgins GA, Reamaroon N, Soroushmehr S, Allyn-Feuer A, Dinov ID, Najarian K, Athey BD. Deep learning in pharmacogenomics: from gene regulation to patient stratification. Pharmacogenomics. PMID 29697304 DOI: 10.2217/Pgs-2018-0008  0.304
2018 Fazlali HR, Karimi N, Soroushmehr SMR, Shirani S, Nallamothu BK, Ward KR, Samavi S, Najarian K. Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical & Biological Engineering & Computing. PMID 29399728 DOI: 10.1007/S11517-018-1793-4  0.31
2018 Afghah F, Razi A, Soroushmehr R, Ghanbari H, Najarian K. Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units Entropy. 20: 190. DOI: 10.3390/E20030190  0.304
2018 Jamali M, Rafiei S, Soroushmehr SR, Karimi N, Shirani S, Najarian K, Samavi S. Adaptive image watermarking using human perception based fuzzy inference system Journal of Intelligent & Fuzzy Systems. 35: 4589-4608. DOI: 10.3233/Jifs-171805  0.31
2018 Nasr-Esfahani E, Karimi N, Jafari M, Soroushmehr S, Samavi S, Nallamothu B, Najarian K. Segmentation of vessels in angiograms using convolutional neural networks Biomedical Signal Processing and Control. 40: 240-251. DOI: 10.1016/J.Bspc.2017.09.012  0.365
2017 Karimi M, Nejati M, Soroushmehr SMR, Samavi S, Karimi N, Najarian K. Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images Ieee Transactions On Multimedia. 19: 2475-2489. DOI: 10.1109/Tmm.2017.2699082  0.354
2017 Karimi M, Samavi S, Karimi N, Soroushmehr SR, Lin W, Najarian K. Quality assessment of retargeted images by salient region deformity analysis Journal of Visual Communication and Image Representation. 43: 108-118. DOI: 10.1016/J.Jvcir.2016.12.011  0.348
2017 Nejati M, Samavi S, Karimi N, Reza Soroushmehr S, Shirani S, Roosta I, Najarian K. Surface area-based focus criterion for multi-focus image fusion Information Fusion. 36: 284-295. DOI: 10.1016/J.Inffus.2016.12.009  0.333
2017 Karimi M, Samavi S, Karimi N, Soroushmehr SMR, Lin W, Najarian K. Pyramidal modeling of geometric distortions for retargeted image quality evaluation Multimedia Tools and Applications. 77: 13799-13820. DOI: 10.1007/S11042-017-4994-1  0.338
2017 Etemad E, Samavi S, Reza Soroushmehr SM, Karimi N, Etemad M, Shirani S, Najarian K. Robust image watermarking scheme using bit-plane of hadamard coefficients Multimedia Tools and Applications. 77: 2033-2055. DOI: 10.1007/S11042-016-4278-1  0.309
2016 Ansari S, Belle A, Ghanbari H, Salamango M, Najarian K. Suppression of false arrhythmia alarms in the ICU: a machine learning approach. Physiological Measurement. 37: 1186-203. PMID 27454017 DOI: 10.1088/0967-3334/37/8/1186  0.329
2016 Belle A, Ansari S, Spadafore M, Convertino VA, Ward KR, Derksen H, Najarian K. A Signal Processing Approach for Detection of Hemodynamic Instability before Decompensation. Plos One. 11: e0148544. PMID 26871715 DOI: 10.1371/Journal.Pone.0148544  0.32
2016 Nejati M, Samavi S, Karimi N, Soroushmehr SMR, Najarian K. Boosted Dictionary Learning for Image Compression Ieee Transactions On Image Processing. 25: 4900-4915. DOI: 10.1109/Tip.2016.2598483  0.344
2016 Nejati M, Samavi S, Derksen H, Najarian K. Denoising by low-rank and sparse representations Journal of Visual Communication and Image Representation. 36: 28-39. DOI: 10.1016/J.Jvcir.2016.01.004  0.342
2016 Karimi N, Samavi S, Soroushmehr S, Shirani S, Najarian K. Toward practical guideline for design of image compression algorithms for biomedical applications Expert Systems With Applications. 56: 360-367. DOI: 10.1016/J.Eswa.2016.02.047  0.308
2016 Heidari M, Samavi S, Soroushmehr SMR, Shirani S, Karimi N, Najarian K. Framework for robust blind image watermarking based on classification of attacks Multimedia Tools and Applications. 76: 23459-23479. DOI: 10.1007/S11042-016-4150-3  0.313
2015 Reza Soroushmehr SM, Davuluri P, Molaei S, Hargraves RH, Tang Y, Cockrell CH, Ward K, Najarian K. Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. Journal of Medical Systems. 39: 87. PMID 26208594 DOI: 10.1007/S10916-015-0271-X  0.356
2015 Najarian K, Ward KR, Shirani S. Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014. Computational and Mathematical Methods in Medicine. 2015: 974592. PMID 26078783 DOI: 10.1155/2015/974592  0.346
2014 Wu J, Belle A, Hargraves RH, Cockrell C, Tang Y, Najarian K. Bone segmentation and 3D visualization of CT images for traumatic pelvic injuries International Journal of Imaging Systems and Technology. 24: 29-38. DOI: 10.1002/Ima.22076  0.317
2013 Najarian K, Deriche R, Kon MA, Hirata NS. Bioinformatics and biomedical informatics. Thescientificworldjournal. 2013: 591976. PMID 23818827 DOI: 10.1155/2013/591976  0.33
2013 Luo Y, Hargraves RH, Belle A, Bai O, Qi X, Ward KR, Pfaffenberger MP, Najarian K. A hierarchical method for removal of baseline drift from biomedical signals: application in ECG analysis. Thescientificworldjournal. 2013: 896056. PMID 23766720 DOI: 10.1155/2013/896056  0.322
2013 Chen W, Belle A, Cockrell C, Ward KR, Najarian K. Automated midline shift and intracranial pressure estimation based on brain CT images. Journal of Visualized Experiments : Jove. PMID 23604268 DOI: 10.3791/3871  0.316
2013 Oswal V, Belle A, Diegelmann R, Najarian K. An entropy-based automated cell nuclei segmentation and quantification: application in analysis of wound healing process. Computational and Mathematical Methods in Medicine. 2013: 592790. PMID 23533544 DOI: 10.1155/2013/592790  0.35
2013 Ji SY, Belle A, Ward KR, Ryan KL, Rickards CA, Convertino VA, Najarian K. Heart rate variability analysis during central hypovolemia using wavelet transformation. Journal of Clinical Monitoring and Computing. 27: 289-302. PMID 23371800 DOI: 10.1007/S10877-013-9434-9  0.323
2013 Qi X, Belle A, Shandilya S, Chen W, Cockrell C, Tang Y, Ward KR, Hargraves RH, Najarian K. Ideal Midline Detection Using Automated Processing of Brain CT Image Open Journal of Medical Imaging. 3: 51-59. DOI: 10.4236/Ojmi.2013.32007  0.324
2013 Aghazadeh BS, Khaleghi M, Pidaparti R, Najarian K. Intracranial pressure (ICP) level estimation using textural features of brain CT images Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization. 1: 130-137. DOI: 10.1080/21681163.2013.773651  0.318
2012 Demir SU, Hakimzadeh R, Hargraves RH, Ward KR, Myer EV, Najarian K. An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion. Bmc Medical Imaging. 12: 37. PMID 23259402 DOI: 10.1186/1471-2342-12-37  0.343
2012 Shandilya S, Ward K, Kurz M, Najarian K. Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. Bmc Medical Informatics and Decision Making. 12: 116. PMID 23066818 DOI: 10.1186/1472-6947-12-116  0.334
2012 Belle A, Hargraves RH, Najarian K. An automated optimal engagement and attention detection system using electrocardiogram. Computational and Mathematical Methods in Medicine. 2012: 528781. PMID 22924060 DOI: 10.1155/2012/528781  0.305
2012 Davuluri P, Wu J, Tang Y, Cockrell CH, Ward KR, Najarian K, Hargraves RH. Hemorrhage detection and segmentation in traumatic pelvic injuries. Computational and Mathematical Methods in Medicine. 2012: 898430. PMID 22919433 DOI: 10.1155/2012/898430  0.327
2009 Smith R, Najarian K, Ward K. 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 Medical Informatics and Decision Making. 9: S2. PMID 19891796 DOI: 10.1186/1472-6947-9-S1-S2  0.313
2009 Ji SY, Smith R, Huynh T, Najarian K. A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries. Bmc Medical Informatics and Decision Making. 9: 2. PMID 19144188 DOI: 10.1186/1472-6947-9-2  0.319
2008 Jeong DH, Darvish A, Najarian K, Yang J, Ribarsky W. Interactive visual analysis of time-series microarray data Visual Computer. 24: 1053-1066. DOI: 10.1007/S00371-007-0205-9  0.658
2006 Darvish A, Najarian K. Prediction of regulatory pathways using mRNA expression and protein interaction data: application to identification of galactose regulatory pathway. Bio Systems. 83: 125-35. PMID 16384635 DOI: 10.1016/J.Biosystems.2005.06.013  0.652
2005 Darvish A, Najarian K, Jeong DH, Ribarsky W. System identification and nonlinear factor analysis for discovery and visualization of dynamic gene regulatory pathways Proceedings of the 2005 Ieee Symposium On Computational Intelligence in Bioinformatics and Computational Biology, Cibcb '05. 2005.  0.599
2004 Bak E, Najarian K, Brockway JP. Efficient segmentation framework of cell images in noise environments. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 3: 1802-5. PMID 17272058 DOI: 10.1109/IEMBS.2004.1403538  0.578
2004 Darvish A, Hakimzadeh R, Najarian K. Discovering dynamic regulatory pathway by applying an auto regressive model to time series DNA microarray data. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 4: 2941-4. PMID 17270894 DOI: 10.1109/IEMBS.2004.1403835  0.642
2004 Najarian K, Zaheri M, Rad AA, Najarian S, Dargahi J. A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data. Bmc Bioinformatics. 5: 201. PMID 15603585 DOI: 10.1186/1471-2105-5-201  0.324
2004 Bak E, Najarian K. Robust segmentation using parametric and nonparametric local spatial posteriors International Conference On Information Technology: Coding Computing, Itcc. 1: 626-630. DOI: 10.1109/ITCC.2004.1286535  0.521
2004 Najarian K, Kedar A, Paleru R, Darvish A, Zadeh RH. Independent component analysis and scoring function based on protein interactions Information Systems. 2: 595-599. DOI: 10.1109/Is.2004.1344819  0.64
2004 Bak E, Najarian K. Domain conversion with local posteriors for image segmentation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5: V-745-V-748.  0.539
2004 Gopalakrishnan K, Zadeh RH, Najarian K, Darvish A. Computational analysis and classification of p53 mutants according to primary structure Proceedings - 2004 Ieee Computational Systems Bioinformatics Conference, Csb 2004. 694-695.  0.587
2003 Tzacheva AA, Najarian K, Brockway JP. Breast cancer detection in gadolinium-enhanced MR images by static region descriptors and neural networks. Journal of Magnetic Resonance Imaging : Jmri. 17: 337-42. PMID 12594724 DOI: 10.1002/Jmri.10259  0.31
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