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2020 – today
- 2023
[j20]Negar Farzaneh
, Sardar Ansari, Elizabeth Lee, Kevin R. Ward, Michael W. Sjoding:
Collaborative strategies for deploying artificial intelligence to complement physician diagnoses of acute respiratory distress syndrome. npj Digit. Medicine 6 (2023)- [c50]Loc Cao, Kevin R. Ward, Ruchi Sharma, Xudong Fan, Sardar Ansari:
Deep Learning Approach for Automated Gas Chromatography Peak Detection to Account for Co-elution. BIBM 2023: 2617-2623 - [c49]Hongyi Yang, Rich Gonzalez, Brahmajee K. Nallamothu, Keith D. Aaronson, Kevin R. Ward, Alfred O. Hero III, Sardar Ansari:
A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss. BIBM 2023: 3226-3133 - [c48]Loc Cao, Wenzhe Zang, Ruchi Sharma, Ali Tabartehfarahani, Chandrakalavathi Thota, Anjali Devi Sivakumar, Andres Lam, Xudong Fan, Kevin R. Ward, Sardar Ansari:
Automated Gas Chromatography Peak Alignment: A Deep Learning Approach using Greedy Optimization and Simulation. EMBC 2023: 1-4 - [c47]Negar Farzaneh, Hamid Ghanbari, Mingzhu Liu, Loc Cao, Kevin R. Ward, Sardar Ansari:
A Comprehensive Comparison of Six Publicly Available Algorithms for Localization of QRS Complex on Electrocardiograph. EMBC 2023: 1-4 - 2022
- [j19]Diogo Gaspar Silva, Herculano Cachinho, Kevin Ward:
Science Mapping the Academic Knowledge on Business Improvement Districts. Comput. 10(2): 29 (2022) - [j18]Cristian Minoccheri, Craig A. Williamson, Mark Hemmila, Kevin Ward, Erica B. Stein, Jonathan Gryak, Kayvan Najarian:
An interpretable neural network for outcome prediction in traumatic brain injury. BMC Medical Informatics Decis. Mak. 22(1): 203 (2022) - [c46]Loc Cao, Hamid Ghanbari, Negar Farzaneh, Kevin R. Ward, Sardar Ansari:
Robustness of Residual Network in Predicting PR Interval Trained Using Noisy Labels. CinC 2022: 1-4 - 2020
- [j17]Himanshu Saxena, Kevin R. Ward, Chandramouli Krishnan, Bogdan I. Epureanu:
Effect of Multi-Frequency Whole-Body Vibration on Muscle Activation, Metabolic Cost and Regional Tissue Oxygenation. IEEE Access 8: 140445-140455 (2020) - [j16]Christopher E. Gillies, Daniel F. Taylor, Brandon C. Cummings, Sardar Ansari, Fadi Islim, Steven L. Kronick, Richard P. Medlin Jr., Kevin R. Ward:
Demonstrating the consequences of learning missingness patterns in early warning systems for preventative health care: A novel simulation and solution. J. Biomed. Informatics 110: 103528 (2020) - [c45]Sardar Ansari, Christopher E. Gillies, Brandon C. Cummings, Jonathan Motyka, Guan Wang, Kevin R. Ward, Hamid Ghanbari:
Classification of 12-Lead Electrocardiograms Using Residual Neural Networks and Transfer Learning. CinC 2020: 1-4
2010 – 2019
- 2019
- [c44]Lu Wang, Sardar Ansari, Kayvan Najarian, Kevin R. Ward, Kenn R. Oldham:
Decompensation Prediction in Hemodialysis by a Feedback Model as Identified by Miniature Wearable Sensors. AIM 2019: 133-138 - [c43]S. M. Reza Soroushmehr, Krishna Rajajee, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian, Kevin Ward, Mohamad Hakam Tiba:
Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. EMBC 2019: 2793-2796 - 2018
- [j15]Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian:
Vessel segmentation and catheter detection in X-ray angiograms using superpixels. Medical Biol. Eng. Comput. 56(9): 1515-1530 (2018) - [c42]Alexander Wood, S. M. Reza Soroushmehr, Negar Farzaneh, David Paul Fessell, Kevin R. Ward, Jonathan Gryak, Delaram Kahrobaei, Kayvan Najarian:
Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. EMBC 2018: 53-56 - 2017
- [j14]Sardar Ansari, Kevin R. Ward, Kayvan Najarian:
Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: An Adaptive Approach. IEEE J. Biomed. Health Informatics 21(2): 387-398 (2017) - [c41]Lu Wang, Sardar Ansari, Kayvan Najarian, Kevin R. Ward, Kenn R. Oldham:
Estimation of peripheral artery radius using non-invasive sensors and Kalman filtering of local dynamics. ACC 2017: 807-812 - [c40]Sardar Ansari, Somayeh Molaei, Kenn Richard Oldham, Michael Heung, Kevin R. Ward, Kayvan Najarian:
An extended Kalman filter with inequality constraints for real-time detection of intradialytic hypotension. EMBC 2017: 2227-2230 - [c39]Negar Farzaneh, S. M. Reza Soroushmehr, Craig A. Williamson, Cheng Jiang, Ashok Srinivasan, Jayapalli R. Bapuraj, Kevin R. Ward, Frederick K. Korley, Kayvan Najarian:
Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients. EMBC 2017: 3069-3072 - [c38]Negar Farzaneh, Samuel Habbo-Gavin, S. M. Reza Soroushmehr, Hirenkumar Patel, David Paul Fessell, Kevin R. Ward, Kayvan Najarian:
Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. ICASSP 2017: 1093-1097 - [i1]Hamid R. Fazlali, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Brahmajee K. Nallamothu, Kevin R. Ward, Shadrokh Samavi, Kayvan Najarian:
Vessel Segmentation and Catheter Detection in X-Ray Angiograms Using Superpixels. CoRR abs/1709.02741 (2017) - 2016
- [c37]S. Mohamad R. Soroushmehr, Abhishek Bafna, S. Sinha, Brahmajee K. Nallamothu, Kevin Ward, Kayvan Najarian:
Quantitative measurement of vasculature in coronary angiogram videos. BHI 2016: 176-179 - [c36]Sardar Ansari, Negar Farzaneh, Michael Heung, Kenn R. Oldham, Harm Derksen, Kevin R. Ward, Kayvan Najarian:
Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor. BHI 2016: 493-496 - [c35]Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kevin Ward, Mohammad H. Jafari, Banafsheh Felfeliyan, Brahmajee K. Nallamothu, Kayvan Najarian:
Vessel extraction in X-ray angiograms using deep learning. EMBC 2016: 643-646 - [c34]Maedeh Jamali, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian:
Robust watermarking in non-ROI of medical images based on DCT-DWT. EMBC 2016: 1200-1203 - [c33]Mohammad H. Jafari, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian:
Automatic detection of melanoma using broad extraction of features from digital images. EMBC 2016: 1357-1360 - [c32]Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohammad H. Jafari, Kevin Ward, Kayvan Najarian:
Melanoma detection by analysis of clinical images using convolutional neural network. EMBC 2016: 1373-1376 - [c31]M. Amin Khorsandi, Nader Karimi, Shadrokh Samavi, Mohsen Hajabdollahi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian:
Hardware image assessment for wireless endoscopy capsules. EMBC 2016: 2050-2053 - [c30]Somayeh Molaei, Frederick K. Korley, S. M. Reza Soroushmehr, Hayley Falk, Haris I. Sair, Kevin Ward, Kayvan Najarian:
A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. EMBC 2016: 2258-2261 - [c29]Mahsa Kadkhodaei, Shadrokh Samavi, Nader Karimi, Hoda Mohaghegh, S. Mohamad R. Soroushmehr, Kevin Ward, Angelo All, Kayvan Najarian:
Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. EMBC 2016: 5945-5948 - [c28]Negar Farzaneh, Shadrokh Samavi, S. M. Reza Soroushmehr, Hirenkumar Patel, Samuel Habbo-Gavin, David Paul Fessell, Kevin R. Ward, Kayvan Najarian:
Liver segmentation using location and intensity probabilistic atlases. EMBC 2016: 6453-6456 - [c27]Mohammad H. Jafari, Nader Karimi, Ebrahim Nasr-Esfahani, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Kevin R. Ward, Kayvan Najarian:
Skin lesion segmentation in clinical images using deep learning. ICPR 2016: 337-342 - [c26]M. Amin Khorsandi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian:
Radon transform inspired method for hand gesture recognition. ICPR 2016: 1053-1058 - [c25]Zohreh HosseinKhani, Nader Karimi, S. Mohamad R. Soroushmehr, Mohsen Hajabdollahi, Shadrokh Samavi, Kevin Ward, Kayvan Najarian:
Real-time removal of random value impulse noise in medical images. ICPR 2016: 3916-3921 - 2015
- [j13]Kayvan Najarian, Kevin R. Ward, Shahram Shirani:
Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014. Comput. Math. Methods Medicine 2015: 974592:1-974592:2 (2015) - [j12]S. M. Reza Soroushmehr, Pavani Davuluri, Somayeh Molaei, Rosalyn Hobson Hargraves, Yang Tang, Charles H. Cockrell, Kevin Ward, Kayvan Najarian:
Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. J. Medical Syst. 39(9): 87:1-87:11 (2015) - [j11]Sardar Ansari, Kevin Ward, Kayvan Najarian:
Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts From Impedance Plethysmography Signal. IEEE J. Biomed. Health Informatics 19(2): 406-417 (2015) - [c24]S. Mohamad Reza Soroushmehr, Abhishek Bafna, Steven Schlosser, Kevin Ward, Harm Derksen, Kayvan Najarian:
CT image segmentation in traumatic brain injury. EMBC 2015: 2973-2976 - 2014
- [c23]Abolfazl Razi, Fatemeh Afghah, Ashwin Belle, Kevin Ward, Kayvan Najarian:
Blood loss severity prediction using game theoretic based feature selection. BHI 2014: 776-780 - 2013
- [j10]Kayvan Najarian, Kevin R. Ward, Shahram Shirani:
Biomedical Signal and Image Processing for Clinical Decision Support Systems. Comput. Math. Methods Medicine 2013: 578320:1-578320:2 (2013) - [j9]Wenan Chen, Charles H. Cockrell, Kevin Ward, Kayvan Najarian:
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): 480-494 (2013) - 2012
- [j8]Sumeyra U. Demir, Roya Hakimzadeh, Rosalyn Hobson Hargraves, Kevin R. Ward, Eric V. Myer, Kayvan Najarian:
An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion. BMC Medical Imaging 12: 37 (2012) - [j7]Pavani Davuluri, Jie Wu, Yang Tang, Charles H. Cockrell, Kevin R. Ward, Kayvan Najarian, Rosalyn Hobson Hargraves:
Hemorrhage Detection and Segmentation in Traumatic Pelvic Injuries. Comput. Math. Methods Medicine 2012: 898430:1-898430:12 (2012) - [j6]Jie Wu, Pavani Davuluri, Kevin Ward, Charles Cockrell, Rosalyn S. Hobson, Kayvan Najarian:
Fracture Detection in Traumatic Pelvic CT Images. Int. J. Biomed. Imaging 2012: 327198:1-327198:10 (2012) - [j5]Sharad Shandilya, Kevin Ward, Michael Kurz, Kayvan Najarian:
Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. BMC Medical Informatics Decis. Mak. 12: 116 (2012) - [c22]Ramana M. Pidaparti, Kittisak Koombua, Kevin R. Ward:
Multiscale Modeling Framework for Lung Airways Inflammation. ICCS 2012: 606-614 - 2011
- [c21]Sardar Ansari, Ashwin Belle, Kevin Ward, Rosalyn S. Hobson, Kayvan Najarian:
Reduction of periodic motion artifacts from impedance plethysmography. BIBM Workshops 2011: 540-547 - [c20]Pavani Davuluri, Jie Wu, Ashwin Belle, Charles H. Cockrell, Yang Tang, Kevin Ward, Kayvan Najarian, Rosalyn Hobson Hargraves:
A hybrid approach for hemorrhage segmentation in pelvic CT scans. BIBM Workshops 2011: 548-554 - [c19]Jie Wu, Pavani Davuluri, Ashwin Belle, Charles H. Cockrell, Yang Tang, Kevin Ward, Rosalyn S. Hobson, Kayvan Najarian:
Fracture detection and quantitative measure of displacement in pelvic CT images. BIBM Workshops 2011: 600-606 - [c18]Wenan Chen, Kevin Ward, Qi Li, Vojislav Kecman, Kayvan Najarian, Nathan B. Menke:
Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework. EMBC 2011: 145-148 - [c17]Sardar Ansari, Kevin Ward, Kayvan Najarian:
ε-tube regression: A new method for motion artifact reduction. EMBC 2011: 2736-2739 - [c16]Jie Wu, Pavani Davuluri, Kevin Ward, Charles Cockrell, Rosalyn S. Hobson, Kayvan Najarian:
A new hierarchical method for multi-level segmentation of bone in pelvic CT scans. EMBC 2011: 3399-3402 - [c15]Pavani Davuluri, Jie Wu, Kevin R. Ward, Charles H. Cockrell, Kayvan Najarian, Rosalyn S. Hobson:
An automated method for hemorrhage detection in traumatic pelvic injuries. EMBC 2011: 5108-5111 - 2010
- [c14]Nathan B. Menke, Kevin Ward, Umesh R. Desai:
An Analysis of the Robustness and Fragility of the Coagulation System. AAAI Fall Symposium: Complex Adaptive Systems 2010 - [c13]Sardar Ansari, Kayvan Najarian, Kevin Ward:
Adaptive set-membership normalized least mean squares: An adaptive filter for the systems with bounded noise. BIBM Workshops 2010: 179-184 - [c12]Simina Vasilache, Rebecca Smith, Jie Wu, Pavani Davuluri, Kevin Ward, Kayvan Najarian, Charles Cockrell:
Predicting pelvic trauma severity using features extracted from records and X-ray and CT images. BIBM Workshops 2010: 430-431 - [c11]Sharad Shandilya, Kevin R. Ward, Kayvan Najarian:
A time-series approach for shock outcome prediction using machine learning. BIBM Workshops 2010: 440-446 - [c10]Abed Al-Raoof Bsoul, Kevin Ward, Kayvan Najarian, Soo-Yeon Ji:
A unified signal processing and machine learning method for detection of abnormal heart beats using Electrocardiogram. BIBM Workshops 2010: 453-460 - [c9]Sardar Ansari, Ashwin Belle, Kayvan Najarian, Kevin Ward:
Impedance plethysmography on the arms: Respiration monitoring. BIBM Workshops 2010: 471-472 - [c8]Wenan Chen, Charles Cockrell, Kevin Ward, Kayvan Najarian:
Intracranial pressure level prediction in traumatic brain injury by extracting features from multiple sources and using machine learning methods. BIBM 2010: 510-515 - [c7]Rebecca Smith, Kevin Ward, Charles Cockrell, Jonathan Ha, Kayvan Najarian:
Detection of fracture and quantitative assessment of displacement measures in pelvic X-RAY images. ICASSP 2010: 682-685 - [c6]Wenan Chen, Rebecca Smith, Nooshin Nabizadeh, Kevin Ward, Charles Cockrell, Jonathan Ha, Kayvan Najarian:
Texture Analysis of Brain CT Scans for ICP Prediction. ICISP 2010: 568-575 - [c5]Wenan Chen, Kayvan Najarian, Kevin Ward:
Actual Midline Estimation from Brain CT Scan Using Multiple Regions Shape Matching. ICPR 2010: 2552-2555
2000 – 2009
- 2009
- [j4]Rebecca Smith, Kayvan Najarian, Kevin Ward:
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 Decis. Mak. 9(S-1): S2 (2009) - [j3]Wenan Chen, Rebecca Smith, Soo-Yeon Ji, Kevin R. Ward, Kayvan Najarian:
Automated ventricular systems segmentation in brain CT images by combining low-level segmentation and high-level template matching. BMC Medical Informatics Decis. Mak. 9(S-1): S4 (2009) - [j2]Soo-Yeon Ji, Kevin Ward, Kayvan Najarian:
Brain mapping and detection of functional patterns in fMRI using wavelet transform; application in detection of dyslexia. BMC Medical Informatics Decis. Mak. 9(S-1): S6 (2009) - [j1]Simina Vasilache, Kevin Ward, Charles Cockrell, Jonathan Ha, Kayvan Najarian:
Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images. BMC Medical Informatics Decis. Mak. 9(S-1): S8 (2009) - [c4]Nathan B. Menke, Kevin R. Ward, Lemont B. Kier, Chao-Kun Cheng, Umesh R. Desai:
A Computational Analysis of the Synergistic Effect of Coagulation Inhibitors on the Generation of Thrombin. AAAI Fall Symposium: Complex Adaptive Systems and the Threshold Effect 2009 - [c3]Sardar Ansari, Kayvan Najarian, Kevin Ward, Mohamad Hakam Tiba:
Extraction of Respiratory Rate from Impedance Signal Measured on Arm: A Portable Respiratory Rate Measurement Device. BIBM 2009: 197-202 - [c2]Wenan Chen, Rebecca Smith, Simina Vasilache, Kayvan Najarian, Kevin Ward, Charles Cockrell, Jonathan Ha:
Traumatic Pelvic Injury Outcome Prediction by Extracting Features from Relevant Medical Records and X-Ray Images. BIBM 2009: 291-294 - [c1]Roya Hakimzadeh, Soo-Yeon Ji, Rebecca Smith, Kevin Ward, Kasra Daneshvar, Kayvan Najarian:
Processing of Transcranial Doppler for Assessment of Blood Volume Loss. IRI 2009: 6-10
Coauthor Index
Charles Cockrell
aka: Charles H. Cockrell
aka: Charles H. Cockrell
[j18] [c44] [c43] [j15] [c42] [j14] [c41] [c40] [c39] [c38] [i1] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [j13] [j12] [j11] [c24] [c23] [j10] [j9] [j8] [j7] [j6] [j5] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [j4] [j3] [j2] [j1] [c3] [c2] [c1]
S. Mohamad R. Soroushmehr
aka: S. M. Reza Soroushmehr
aka: S. M. Reza Soroushmehr
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