Research Output 1995 2018

Filter
Conference contribution
2017

Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches

Farzaneh, N., Habbo-Gavin, S., Soroushmehr, S. M. R., Patel, H., Fessell, D. P., Ward, K. R. & Najarian, K. Jun 16 2017 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1093-1097 5 p. 7952325

Research output: ResearchConference contribution

Liver
Computerized tomography
Inspection

Bias and noise cancellation for robust copy number variation detection

Zare, F., Najarian, K., Ansari, S. & Nabavi, S. Aug 20 2017 ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, 1 p.

Research output: ResearchConference contribution

Tumors
Contamination
Pipelines
Throughput
Noise

Estimation of peripheral artery radius using non-invasive sensors and Kalman filtering of local dynamics

Wang, L., Ansari, S., Najarian, K., Ward, K. R. & Oldham, K. R. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 807-812 6 p. 7963052

Research output: ResearchConference contribution

Sensors
Tissue
Extended Kalman filters
Pressure sensors

Radon transform inspired method for hand gesture recognition

Khorsandi, M. A., Karimi, N., Soroushmehr, S. M. R., Hajabdollahi, M., Samavi, S., Ward, K. & Najarian, K. Apr 13 2017 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 1053-1058 6 p. 7899775

Research output: ResearchConference contribution

Gesture recognition
Radon
Communication
Processing
Costs

Real-time removal of random value impulse noise in medical images

Hosseinkhani, Z., Karimi, N., Soroushmehr, S. M. R., Hajabdollahi, M., Samavi, S., Ward, K. & Najarian, K. Apr 13 2017 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 3916-3921 6 p. 7900246

Research output: ResearchConference contribution

Impulse noise
Pixels
Hardware
Telemedicine
Data communication systems

Single image depth estimation using joint local-global features

Mohaghegh, H., Karimi, N., Soroushmehr, S. M. R., Samavi, S. & Najarian, K. Apr 13 2017 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 727-732 6 p. 7899721

Research output: ResearchConference contribution

Computer vision
Robotics
Fusion reactions
Nearest neighbor search
1 Citations

Skin lesion segmentation in clinical images using deep learning

Jafari, M. H., Karimi, N., Nasr-Esfahani, E., Samavi, S., Soroushmehr, S. M. R., Ward, K. & Najarian, K. Apr 13 2017 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 337-342 6 p. 7899656

Research output: ResearchConference contribution

Skin
Deep learning
Masks
Neural networks
Light reflection
2016

A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided

Molaei, S., Korley, F. K., Soroushmehr, S. M. R., Falk, H., Sair, H., Ward, K. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 2258-2261 4 p. 7591179

Research output: ResearchConference contribution

Head
Machine Learning
Traumatic Brain Injury
Computerized tomography
Learning systems
2 Citations

Automatic detection of melanoma using broad extraction of features from digital images

Jafari, M. H., Samavi, S., Karimi, N., Soroushmehr, S. M. R., Ward, K. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 1357-1360 4 p. 7590959

Research output: ResearchConference contribution

Melanoma
Smartphone
Smartphones
Skin
Skin Neoplasms

Automatic segmentation of multimodal brain tumor images based on classification of super-voxels

Kadkhodaei, M., Samavi, S., Karimi, N., Mohaghegh, H., Soroushmehr, S. M. R., Ward, K., All, A. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 5945-5948 4 p. 7592082

Research output: ResearchConference contribution

Brain Neoplasms
Neoplasms
Tumors
Brain
Glioma
1 Citations

Boosted multi-scale dictionaries for image compression

Nejati, M., Samavi, S., Karimi, N., Soroushmehr, S. M. R. & Najarian, K. May 18 2016 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May, p. 1130-1134 5 p. 7471852

Research output: ResearchConference contribution

Glossaries
Image compression
Signal processing
Image processing
1 Citations

Coherence regularized dictionary learning

Nejati, M., Samavi, S., Soroushmehr, S. M. R. & Najarian, K. May 18 2016 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May, p. 4717-4721 5 p. 7472572

Research output: ResearchConference contribution

Glossaries
Image processing

Depth estimation from single images using modified stacked generalization

Mohaghegh, H., Samavi, S., Karimi, N., Soroushmehr, S. M. R. & Najarian, K. May 18 2016 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May, p. 1621-1625 5 p. 7471951

Research output: ResearchConference contribution

Depth perception
Display devices
1 Citations

Game theoretic predictive modeling approach to reduction of false alarm

Afghah, F., Razi, A., Reza Soroushmehr, S. M., Molaei, S., Ghanbari, H. & Najarian, K. 2016 Smart Health - International Conference, ICSH 2015, Revised Selected Papers. Springer Verlag, Vol. 9545, p. 118-130 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9545)

Research output: ResearchConference contribution

Predictive Modeling
False Alarm
Game
Intensive care units
Sensors
1 Citations

Hardware image assessment for wireless endoscopy capsules

Khorsandi, M. A., Karimi, N., Samavi, S., Hajabdollahi, M., Soroushmehr, S. M. R., Ward, K. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 2050-2053 4 p. 7591130

Research output: ResearchConference contribution

Capsule Endoscopy
Endoscopy
Capsules
Color
Hardware
1 Citations

Liver segmentation using location and intensity probabilistic atlases

Farzaneh, N., Samavi, S., Soroushmehr, S. M. R., Patel, H., Habbo-Gavin, S., Fessell, D. P., Ward, K. R. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 6453-6456 4 p. 7592206

Research output: ResearchConference contribution

Atlases
Liver
Statistical Models
Pelvis
Health
1 Citations

Melanoma detection by analysis of clinical images using convolutional neural network

Nasr-Esfahani, E., Samavi, S., Karimi, N., Soroushmehr, S. M. R., Jafari, M. H., Ward, K. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 1373-1376 4 p. 7590963

Research output: ResearchConference contribution

Skin
Neural networks
Deep learning
Melanoma
Skin Neoplasms
8 Citations

Multi-modal integrated approach towards reducing false arrhythmia alarms during continuous patient monitoring: The Physionet Challenge 2015

Ansari, S., Belle, A. & Najarian, K. Feb 16 2016 Computing in Cardiology Conference 2015, CinC 2015. IEEE Computer Society, Vol. 42, p. 1181-1184 4 p. 7411127

Research output: ResearchConference contribution

Patient monitoring
Physiologic Monitoring
Cardiac Arrhythmias
Intensive care units
Subroutines

Quantitative measurement of vasculature in coronary angiogram videos

Soroushmehr, S. M. R., Bafna, A., Sinha, S., Nallamothu, B., Ward, K. & Najarian, K. Apr 18 2016 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 176-179 4 p. 7455863

Research output: ResearchConference contribution

Angiography
Skeleton
Pathologic Constriction
Coronary Angiography
Artifacts
1 Citations

Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor

Ansari, S., Farzaneh, N., Heung, M., Oldham, K., Derksen, H., Ward, K. R. & Najarian, K. Apr 18 2016 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 493-496 4 p. 7455942

Research output: ResearchConference contribution

Hypotension
polyvinylidene fluoride
Dialysis
Blood Vessels
Nurses
1 Citations

Robust watermarking in non-ROI of medical images based on DCT-DWT

Jamali, M., Samavi, S., Karimi, N., Soroushmehr, S. M. R., Ward, K. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 1200-1203 4 p. 7590920

Research output: ResearchConference contribution

Telemedicine
Discrete cosine transforms
Watermarking
Wavelet transforms
Internet
1 Citations

Set of descriptors for skin cancer diagnosis using non-dermoscopic color images

Jafari, M. H., Samavi, S., Soroushmehr, S. M. R., Mohaghegh, H., Karimi, N. & Najarian, K. Aug 3 2016 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August, p. 2638-2642 5 p. 7532837

Research output: ResearchConference contribution

Skin
Color
Spatial distribution
Cameras
Availability
2 Citations

Vessel extraction in X-ray angiograms using deep learning

Nasr-Esfahani, E., Samavi, S., Karimi, N., Soroushmehr, S. M. R., Ward, K., Jafari, M. H., Felfeliyan, B., Nallamothu, B. & Najarian, K. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 643-646 4 p. 7590784

Research output: ResearchConference contribution

Angiography
X-Rays
Learning
X rays
Deep learning

Vessel segmentation in low contrast X-ray angiogram images

Felfelian, B., Fazlali, H. R., Karimi, N., Soroushmehr, S. M. R., Samavi, S., Nallamothu, B. & Najarian, K. Aug 3 2016 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August, p. 375-379 5 p. 7532382

Research output: ResearchConference contribution

Pixels
X rays
Angiography
Flow measurement
Lighting
2015
1 Citations

Adaptive stereo medical image watermarking using non-corresponding blocks

Mohaghegh, H., Karimi, N., Soroushmehr, S. M. R., Samavi, S. & Najarian, K. Nov 4 2015 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November, p. 4214-4217 4 p. 7319324

Research output: ResearchConference contribution

Image watermarking
Watermarking
Depth perception
Digital storage
Telemedicine
1 Citations

Bone extraction in X-ray images by analysis of line fluctuations

Kazeminia, S., Karimi, N., Mirmahboub, B., Soroushmehr, S. M. R., Samavi, S. & Najarian, K. Dec 9 2015 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, Vol. 2015-December, p. 882-886 5 p. 7350926

Research output: ResearchConference contribution

Bone
X rays
Medical applications
Edge detection
Luminance

CT image segmentation in traumatic brain injury

Soroushmehr, S. M. R., Bafna, A., Schlosser, S., Ward, K., Derksen, H. & Najarian, K. Nov 4 2015 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November, p. 2973-2976 4 p. 7319016

Research output: ResearchConference contribution

Image segmentation
Brain
Traumatic Brain Injury
Imaging techniques
Image enhancement
1 Citations

Low-rank regularized collaborative filtering for image denoising

Nejati, M., Samavi, S., Soroushmehr, S. M. R. & Najarian, K. Dec 9 2015 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, Vol. 2015-December, p. 730-734 5 p. 7350895

Research output: ResearchConference contribution

Collaborative filtering
Image denoising
Image analysis
Recovery

Region of interest extraction for lossless compression of bone X-ray images

Kazeminia, S., Karimi, N., Soroushmehr, S. M. R., Samavi, S., Derksen, H. & Najarian, K. Nov 4 2015 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November, p. 3061-3064 4 p. 7319038

Research output: ResearchConference contribution

Bone
X rays
X-Rays
Bone and Bones
Image compression
1 Citations

Robust catheter identification and tracking in X-ray angiographic sequences

Fazlali, H. R., Karimi, N., Soroushmehr, S. M. R., Samavi, S., Nallamothu, B., Derksen, H. & Najarian, K. Nov 4 2015 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November, p. 7901-7904 4 p. 7320224

Research output: ResearchConference contribution

Catheters
X-Rays
X rays
Angiography
Coronary Artery Disease
5 Citations

Vessel region detection in coronary X-ray angiograms

Fazlali, H. R., Karimi, N., Soroushmehr, S. M. R., Sinha, S., Samavi, S., Nallamothu, B. & Najarian, K. Dec 9 2015 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, Vol. 2015-December, p. 1493-1497 5 p. 7351049

Research output: ResearchConference contribution

X rays
Angiography
Catheters
Feature extraction
Tissue
2014

An automated dental caries detection and scoring system for optical images of tooth occlusal surface

Ghaedi, L., Gottlieb, R., Sarrett, D. C., Ismail, A., Belle, A., Najarian, K. & Hargraves, R. H. Nov 2 2014 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1925-1928 4 p. 6943988

Research output: ResearchConference contribution

Optical Devices
Dental Caries
Tooth
Expert systems
Wavelet transforms
2 Citations

Blood loss severity prediction using game theoretic based feature selection

Razi, A., Afghah, F., Belle, A., Ward, K. & Najarian, K. 2014 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, p. 776-780 5 p. 6864479

Research output: ResearchConference contribution

Feature extraction
Blood
Hemorrhage
Game theory
Medicine
2013

Automated intracranial pressure prediction using multiple features sources

Qi, X., Belle, A., Shandilya, S., Najarian, K., Chen, W., Hargraves, R. S. H. & Cockrell, C. 2013 2013 International Conference on Information Science and Applications, ICISA 2013. 6579432

Research output: ResearchConference contribution

Support vector machines
Learning systems
Feature extraction
Brain
Blood
2011
1 Citations

Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework

Chen, W., Ward, K., Li, Q., Kecman, V., Najarian, K. & Menke, N. 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 145-148 4 p. 6089915

Research output: ResearchConference contribution

Coagulation
Blood
Graphics processing unit
Blood Coagulation
Systems Analysis
2 Citations

A hybrid approach for hemorrhage segmentation in pelvic CT scans

Davuluri, P., Wu, J., Belle, A., Cockrell, C. H., Tang, Y., Ward, K. R., Najarian, K. & Hargraves, R. H. 2011 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 548-554 7 p. 6112428

Research output: ResearchConference contribution

Computerized tomography
Statistical tests
Hemorrhage
Physicians
Cause of Death
1 Citations

An automated method for hemorrhage detection in traumatic pelvic injuries

Davuluri, P., Wu, J., Ward, K. R., Cockrell, C. H., Najarian, K. & Hobson, R. S. 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 5108-5111 4 p. 6091265

Research output: ResearchConference contribution

Hemorrhage
Wounds and Injuries
Computerized tomography
Statistical tests
Pelvis
6 Citations

A new hierarchical method for multi-level segmentation of bone in pelvic CT scans

Wu, J., Davuluri, P., Ward, K., Cockrell, C., Hobson, R. & Najarian, K. 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 3399-3402 4 p. 6090920

Research output: ResearchConference contribution

Computerized tomography
Bone
Pelvic Bones
Tissue
Physicians
6 Citations

A physiological signal processing system for optimal engagement and attention detection

Belle, A., Hobson, R. & Najarian, K. 2011 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 555-561 7 p. 6112429

Research output: ResearchConference contribution

Discrete wavelet transforms
Electroencephalography
Electrocardiography
Heat flux
Signal processing

Confidence-based classification with dynamic conformal prediction and its applications in biomedicine

Luo, Y., Bsoul, A. A. R. & Najarian, K. 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 353-356 4 p. 6090116

Research output: ResearchConference contribution

Quality of Health Care
Physicians
Datasets
Clinical Decision-Making
Decision support systems
3 Citations

Fracture detection and quantitative measure of displacement in pelvic CT images

Wu, J., Davuluri, P., Belle, A., Cockrell, C. H., Tang, Y., Ward, K. R., Hobson, R. S. & Najarian, K. 2011 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 600-606 7 p. 6112437

Research output: ResearchConference contribution

Wounds and Injuries
Pelvic Bones
Wavelet Analysis
Bone Fractures
Physicians
2 Citations

Predicting defibrillation success with a multiple-domain model using machine learning

Shandilya, S., Ward, K. R., Kurz, M. & Najarian, K. 2011 2011 IEEE/ICME International Conference on Complex Medical Engineering, CME 2011. p. 9-14 6 p. 5876696

Research output: ResearchConference contribution

Learning systems
Feature extraction

Reduction of periodic motion artifacts from impedance plethysmography

Ansari, S., Belle, A., Ward, K., Hobson, R. & Najarian, K. 2011 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011. p. 540-547 8 p. 6112427

Research output: ResearchConference contribution

Impedance Plethysmography
Artifacts
Plethysmography
Least-Squares Analysis
Independent component analysis
3 Citations

ε-tube regression: A new method for motion artifact reduction

Ansari, S., Ward, K. & Najarian, K. 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 2736-2739 4 p. 6090750

Research output: ResearchConference contribution

Artifacts
Electric Impedance
2010
1 Citations

Actual midline estimation from brain CT scan using multiple regions shape matching

Chen, W., Najarian, K. & Ward, K. 2010 Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 2552-2555 4 p. 5595786

Research output: ResearchConference contribution

Computerized tomography
Brain
Medical image processing
Magnetic resonance imaging
Experiments

Adaptive set-membership normalized least mean squares: An adaptive filter for the systems with bounded noise

Ansari, S., Najarian, K. & Ward, K. 2010 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010. p. 179-184 6 p. 5703795

Research output: ResearchConference contribution

Least-Squares Analysis
Noise
Adaptive filters
Computational complexity
Electric Impedance
3 Citations

A multi-resolution entropic-based image processing technique for diagnostic analysis of microcirculation videos

Mirshahi, N., Demir, S. U., Ward, K., Hobson, R., Hakimzadeh, R. & Najarian, K. 2010 2010 International Conference on Biosciences, BioSciencesWorld 2010. p. 64-69 6 p. 5445567

Research output: ResearchConference contribution

Resuscitation
Microcirculation
Blood vessels
Image processing
Blood
2 Citations

A time-series approach for shock outcome prediction using machine learning

Shandilya, S., Ward, K. R. & Najarian, K. 2010 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010. p. 440-446 7 p. 5703842

Research output: ResearchConference contribution

Shock
Electrocardiography
Machine Learning
Learning systems
Time series
1 Citations

A unified signal processing and machine learning method for detection of abnormal heart beats using electrocardiogram

Bsoul, A. A. R., Ward, K., Najarian, K. & Ji, S. Y. 2010 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010. p. 453-460 8 p. 5703844

Research output: ResearchConference contribution

Electrocardiography
Learning systems
Signal processing
Machine Learning
Cardiac Arrhythmias

Comparison of morphological and wavelet based methods in Intracranial Pressure signal analysis

Nabizadeh, N. & Najarian, K. 2010 9th WSEAS International Conference on Signal Processing, SIP '10. p. 89-96 8 p.

Research output: ResearchConference contribution

Signal analysis
Wavelet transforms
Statistical tests
Trees (mathematics)
Power spectrum