A Computational Analysis of the Synergistic Effect of Coagulation Inhibitors on the Generation of Thrombin. - Nathan B. Menke; Kevin R. Ward; Lemont B. Kier; Chao-Kun Cheng; Umesh R. Desai (AAAI Fall Symposium: Complex Adaptive Systems and the Threshold Effect, 2009)

Extraction of Respiratory Rate from Impedance Signal Measured on Arm: A Portable Respiratory Rate Measurement Device. - Sardar Ansari; Kayvan Najarian; Kevin Ward; Mohamad Hakam Tiba (BIBM, 2009)

Traumatic Pelvic Injury Outcome Prediction by Extracting Features from Relevant Medical Records and X-Ray Images. - Wenan Chen; Rebecca Smith; Simina Vasilache; Kayvan Najarian; Kevin Ward; Charles Cockrell; Jonathan Ha (BIBM, 2009)

Processing of Transcranial Doppler for Assessment of Blood Volume Loss. - Roya Hakimzadeh; Soo-Yeon Ji; Rebecca Smith; Kevin Ward; Kasra Daneshvar; Kayvan Najarian (IRI, 2009)

Automated ventricular systems segmentation in brain CT images by combining low-level segmentation and high-level template matching. - Wenan Chen; Rebecca Smith; Soo-Yeon Ji; Kevin R. Ward; Kayvan Najarian (BMC Medical Informatics Decis. Mak., 2009)

Brain mapping and detection of functional patterns in fMRI using wavelet transform; application in detection of dyslexia. - Soo-Yeon Ji; Kevin Ward; Kayvan Najarian (BMC Medical Informatics Decis. Mak., 2009)

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. - Rebecca Smith; Kayvan Najarian; Kevin Ward (BMC Medical Informatics Decis. Mak., 2009)

Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images. - Simina Vasilache; Kevin Ward; Charles Cockrell; Jonathan Ha; Kayvan Najarian (BMC Medical Informatics Decis. Mak., 2009)

An Analysis of the Robustness and Fragility of the Coagulation System. - Nathan B. Menke; Kevin Ward; Umesh R. Desai (AAAI Fall Symposium: Complex Adaptive Systems, 2010)

Impedance plethysmography on the arms: Respiration monitoring. - Sardar Ansari; Ashwin Belle; Kayvan Najarian; Kevin Ward (BIBM Workshops, 2010)

Adaptive set-membership normalized least mean squares: An adaptive filter for the systems with bounded noise. - Sardar Ansari; Kayvan Najarian; Kevin Ward (BIBM Workshops, 2010)

A unified signal processing and machine learning method for detection of abnormal heart beats using Electrocardiogram. - Abed Al-Raoof Bsoul; Kevin Ward; Kayvan Najarian; Soo-Yeon Ji (BIBM Workshops, 2010)

Intracranial pressure level prediction in traumatic brain injury by extracting features from multiple sources and using machine learning methods. - Wenan Chen; Charles Cockrell; Kevin Ward; Kayvan Najarian (BIBM, 2010)

A time-series approach for shock outcome prediction using machine learning. - Sharad Shandilya; Kevin R. Ward; Kayvan Najarian (BIBM Workshops, 2010)

Predicting pelvic trauma severity using features extracted from records and X-ray and CT images. - Simina Vasilache; Rebecca Smith; Jie Wu 002; Pavani Davuluri; Kevin Ward; Kayvan Najarian; Charles Cockrell (BIBM Workshops, 2010)

Detection of fracture and quantitative assessment of displacement measures in pelvic X-RAY images. - Rebecca Smith; Kevin Ward; Charles Cockrell; Jonathan Ha; Kayvan Najarian (ICASSP, 2010)

Texture Analysis of Brain CT Scans for ICP Prediction. - Wenan Chen; Rebecca Smith; Nooshin Nabizadeh; Kevin Ward; Charles Cockrell; Jonathan Ha; Kayvan Najarian (ICISP, 2010)

Actual Midline Estimation from Brain CT Scan Using Multiple Regions Shape Matching. - Wenan Chen; Kayvan Najarian; Kevin Ward (ICPR, 2010)

Reduction of periodic motion artifacts from impedance plethysmography. - Sardar Ansari; Ashwin Belle; Kevin Ward; Rosalyn S. Hobson; Kayvan Najarian (BIBM Workshops, 2011)

A hybrid approach for hemorrhage segmentation in pelvic CT scans. - Pavani Davuluri; Jie Wu 002; Ashwin Belle; Charles H. Cockrell; Yang Tang; Kevin Ward; Kayvan Najarian; Rosalyn Hobson Hargraves (BIBM Workshops, 2011)

Fracture detection and quantitative measure of displacement in pelvic CT images. - Jie Wu 002; Pavani Davuluri; Ashwin Belle; Charles H. Cockrell; Yang Tang; Kevin Ward; Rosalyn S. Hobson; Kayvan Najarian (BIBM Workshops, 2011)

A new hierarchical method for multi-level segmentation of bone in pelvic CT scans. - Jie Wu 002; Pavani Davuluri; Kevin Ward; Charles Cockrell; Rosalyn S. Hobson; Kayvan Najarian (EMBC, 2011)

ε-tube regression: A new method for motion artifact reduction. - Sardar Ansari; Kevin Ward; Kayvan Najarian (EMBC, 2011)

Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework. - Wenan Chen; Kevin Ward; Qi Li 035; Vojislav Kecman; Kayvan Najarian; Nathan B. Menke (EMBC, 2011)

An automated method for hemorrhage detection in traumatic pelvic injuries. - Pavani Davuluri; Jie Wu 002; Kevin R. Ward; Charles H. Cockrell; Kayvan Najarian; Rosalyn S. Hobson (EMBC, 2011)

An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion. - Sumeyra U. Demir; Roya Hakimzadeh; Rosalyn Hobson Hargraves; Kevin R. Ward; Eric V. Myer; Kayvan Najarian (BMC Medical Imaging, 2012)

Hemorrhage Detection and Segmentation in Traumatic Pelvic Injuries. - Pavani Davuluri; Jie Wu 002; Yang Tang; Charles H. Cockrell; Kevin R. Ward; Kayvan Najarian; Rosalyn Hobson Hargraves (Comput. Math. Methods Medicine, 2012)

Fracture Detection in Traumatic Pelvic CT Images. - Jie Wu 002; Pavani Davuluri; Kevin Ward; Charles Cockrell; Rosalyn S. Hobson; Kayvan Najarian (Int. J. Biomed. Imaging, 2012)

Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. - Sharad Shandilya; Kevin Ward; Michael Kurz; Kayvan Najarian (BMC Medical Informatics Decis. Mak., 2012)

Multiscale Modeling Framework for Lung Airways Inflammation. - Ramana M. Pidaparti; Kittisak Koombua; Kevin R. Ward (ICCS, 2012)

Biomedical Signal and Image Processing for Clinical Decision Support Systems. - Kayvan Najarian; Kevin R. Ward; Shahram Shirani (Comput. Math. Methods Medicine, 2013)

Predictability of intracranial pressure level in traumatic brain injury: features extraction, statistical analysis and machine learning-based evaluation. - Wenan Chen; Charles H. Cockrell; Kevin Ward; Kayvan Najarian (Int. J. Data Min. Bioinform., 2013)

Blood loss severity prediction using game theoretic based feature selection. - Abolfazl Razi; Fatemeh Afghah; Ashwin Belle; Kevin Ward; Kayvan Najarian (BHI, 2014)

CT image segmentation in traumatic brain injury. - S. Mohamad Reza Soroushmehr; Abhishek Bafna; Steven Schlosser; Kevin Ward; Harm Derksen; Kayvan Najarian (EMBC, 2015)

Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014. - Kayvan Najarian; Kevin R. Ward; Shahram Shirani (Comput. Math. Methods Medicine, 2015)

Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. - S. M. Reza Soroushmehr; Pavani Davuluri; Somayeh Molaei; Rosalyn Hobson Hargraves; Yang Tang; Charles H. Cockrell; Kevin Ward; Kayvan Najarian (J. Medical Syst., 2015)

Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts From Impedance Plethysmography Signal. - Sardar Ansari; Kevin Ward; Kayvan Najarian (IEEE J. Biomed. Health Informatics, 2015)

Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor. - Sardar Ansari; Negar Farzaneh; Michael Heung; Kenn R. Oldham; Harm Derksen; Kevin R. Ward; Kayvan Najarian (BHI, 2016)

Quantitative measurement of vasculature in coronary angiogram videos. - S. Mohamad R. Soroushmehr; Abhishek Bafna; S. Sinha; Brahmajee K. Nallamothu; Kevin Ward; Kayvan Najarian (BHI, 2016)

Liver segmentation using location and intensity probabilistic atlases. - Negar Farzaneh; Shadrokh Samavi; S. M. Reza Soroushmehr; Hirenkumar Patel; Samuel Habbo-Gavin; David Paul Fessell; Kevin R. Ward; Kayvan Najarian (EMBC, 2016)

Automatic detection of melanoma using broad extraction of features from digital images. - Mohammad H. Jafari 001; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Robust watermarking in non-ROI of medical images based on DCT-DWT. - Maedeh Jamali; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. - Mahsa Kadkhodaei; Shadrokh Samavi; Nader Karimi; Hoda Mohaghegh; S. Mohamad R. Soroushmehr; Kevin Ward; Angelo All; Kayvan Najarian (EMBC, 2016)

Hardware image assessment for wireless endoscopy capsules. - M. Amin Khorsandi; Nader Karimi; Shadrokh Samavi; Mohsen Hajabdollahi; S. Mohamad R. Soroushmehr; Kevin Ward; Kayvan Najarian (EMBC, 2016)

A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. - Somayeh Molaei; Frederick K. Korley; S. M. Reza Soroushmehr; Hayley Falk; Haris I. Sair; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Vessel extraction in X-ray angiograms using deep learning. - Ebrahim Nasr-Esfahani; Shadrokh Samavi; Nader Karimi; S. M. Reza Soroushmehr; Kevin Ward; Mohammad H. Jafari 001; Banafsheh Felfeliyan; Brahmajee K. Nallamothu; Kayvan Najarian (EMBC, 2016)

Melanoma detection by analysis of clinical images using convolutional neural network. - Ebrahim Nasr-Esfahani; Shadrokh Samavi; Nader Karimi; S. Mohamad R. Soroushmehr; Mohammad H. Jafari 001; Kevin Ward; Kayvan Najarian (EMBC, 2016)

Real-time removal of random value impulse noise in medical images. - Zohreh HosseinKhani; Nader Karimi; S. Mohamad R. Soroushmehr; Mohsen Hajabdollahi; Shadrokh Samavi; Kevin Ward; Kayvan Najarian (ICPR, 2016)

Skin lesion segmentation in clinical images using deep learning. - Mohammad H. Jafari 001; Nader Karimi; Ebrahim Nasr-Esfahani; Shadrokh Samavi; S. Mohamad R. Soroushmehr; Kevin R. Ward; Kayvan Najarian (ICPR, 2016)

Radon transform inspired method for hand gesture recognition. - M. Amin Khorsandi; Nader Karimi; S. Mohamad R. Soroushmehr; Mohsen Hajabdollahi; Shadrokh Samavi; Kevin Ward; Kayvan Najarian (ICPR, 2016)

Estimation of peripheral artery radius using non-invasive sensors and Kalman filtering of local dynamics. - Lu Wang; Sardar Ansari; Kayvan Najarian; Kevin R. Ward; Kenn R. Oldham (ACC, 2017)

An extended Kalman filter with inequality constraints for real-time detection of intradialytic hypotension. - Sardar Ansari; Somayeh Molaei; Kenn Richard Oldham; Michael Heung; Kevin R. Ward; Kayvan Najarian (EMBC, 2017)

Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients. - Negar Farzaneh; S. M. Reza Soroushmehr; Craig A. Williamson; Cheng Jiang 003; Ashok Srinivasan; Jayapalli R. Bapuraj; Kevin R. Ward; Frederick K. Korley; Kayvan Najarian (EMBC, 2017)

Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. - Negar Farzaneh; Samuel Habbo-Gavin; S. M. Reza Soroushmehr; Hirenkumar Patel; David Paul Fessell; Kevin R. Ward; Kayvan Najarian (ICASSP, 2017)

Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: An Adaptive Approach. - Sardar Ansari; Kevin R. Ward; Kayvan Najarian (IEEE J. Biomed. Health Informatics, 2017)

Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. - Alexander Wood; S. M. Reza Soroushmehr; Negar Farzaneh; David Paul Fessell; Kevin R. Ward; Jonathan Gryak; Delaram Kahrobaei; Kayvan Najarian (EMBC, 2018)

Vessel segmentation and catheter detection in X-ray angiograms using superpixels. - Hamid R. Fazlali; Nader Karimi; S. M. Reza Soroushmehr; Shahram Shirani; Brahmajee K. Nallamothu; Kevin R. Ward; Shadrokh Samavi; Kayvan Najarian (Medical Biol. Eng. Comput., 2018)

Decompensation Prediction in Hemodialysis by a Feedback Model as Identified by Miniature Wearable Sensors. - Lu Wang; Sardar Ansari; Kayvan Najarian; Kevin R. Ward; Kenn R. Oldham (AIM, 2019)

Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. - S. M. Reza Soroushmehr; Krishna Rajajee; Craig A. Williamson; Jonathan Gryak; Kayvan Najarian; Kevin Ward; Mohamad Hakam Tiba (EMBC, 2019)

Classification of 12-Lead Electrocardiograms Using Residual Neural Networks and Transfer Learning. - Sardar Ansari; Christopher E. Gillies; Brandon C. Cummings; Jonathan Motyka; Guan Wang; Kevin R. Ward; Hamid Ghanbari (CinC, 2020)

Effect of Multi-Frequency Whole-Body Vibration on Muscle Activation, Metabolic Cost and Regional Tissue Oxygenation. - Himanshu Saxena; Kevin R. Ward; Chandramouli Krishnan; Bogdan I. Epureanu (IEEE Access, 2020)

Demonstrating the consequences of learning missingness patterns in early warning systems for preventative health care: A novel simulation and solution. - Christopher E. Gillies; Daniel F. Taylor; Brandon C. Cummings; Sardar Ansari; Fadi Islim; Steven L. Kronick; Richard P. Medlin Jr.; Kevin R. Ward (J. Biomed. Informatics, 2020)

Robustness of Residual Network in Predicting PR Interval Trained Using Noisy Labels. - Loc Cao; Hamid Ghanbari; Negar Farzaneh; Kevin R. Ward; Sardar Ansari (CinC, 2022)

Science Mapping the Academic Knowledge on Business Improvement Districts. - Diogo Gaspar Silva; Herculano Cachinho; Kevin Ward (Comput., 2022)

An interpretable neural network for outcome prediction in traumatic brain injury. - Cristian Minoccheri; Craig A. Williamson; Mark Hemmila; Kevin Ward; Erica B. Stein; Jonathan Gryak; Kayvan Najarian (BMC Medical Informatics Decis. Mak., 2022)

Deep Learning Approach for Automated Gas Chromatography Peak Detection to Account for Co-elution. - Loc Cao; Kevin R. Ward; Ruchi Sharma; Xudong Fan; Sardar Ansari (BIBM, 2023)

A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss. - Hongyi Yang; Richard Gonzalez; Brahmajee K. Nallamothu; Keith D. Aaronson; Kevin R. Ward; Alfred O. Hero III; Sardar Ansari (BIBM, 2023)

Automated Gas Chromatography Peak Alignment: A Deep Learning Approach using Greedy Optimization and Simulation. - Loc Cao; Wenzhe Zang; Ruchi Sharma; Ali Tabartehfarahani; Chandrakalavathi Thota; Anjali Devi Sivakumar; Andres Lam; Xudong Fan; Kevin R. Ward; Sardar Ansari (EMBC, 2023)

A Comprehensive Comparison of Six Publicly Available Algorithms for Localization of QRS Complex on Electrocardiograph. - Negar Farzaneh; Hamid Ghanbari; Mingzhu Liu; Loc Cao; Kevin R. Ward; Sardar Ansari (EMBC, 2023)

Collaborative strategies for deploying artificial intelligence to complement physician diagnoses of acute respiratory distress syndrome. - Negar Farzaneh; Sardar Ansari; Elizabeth Lee; Kevin R. Ward; Michael W. Sjoding (npj Digit. Medicine, 2023)