# positions[].organizations[].label
Electrical and Computer Engineering (Qatar)

# overview
Technological advances in magnetic resonance imaging (MRI) and magnetic resonance spectroscopic imaging (MRSI) provide unprecedented opportunities for revealing the anatomical, pathological, and functional information of biological systems and improving our understanding of the biological processes. During the last two decades, MR hardware and sequence design have been significantly improved, which make MRI and MRSI faster and finer than they have ever been. However, dynamic imaging of 3D objects, a beating heart or a working brain, for examples, is still a big challenge.

The research in our group is to develop 3-D, real-time imaging capability to visualize biological events as they are happening, and advanced analysis techniques to extract the desired information from biological images automatically, accurately and consistently.

# keywords[]
4012 Fluid Mechanics And Thermal Engineering

# keywords[]
4.2 Evaluation Of Markers And Technologies

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
4.2 Evaluation Of Markers And Technologies

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
4603 Computer Vision And Multimedia Computation

# educationAndTraining[].organization.label
University of Illinois at Urbana Champaign - (Urbana, Illinois, United States)

# educationAndTraining[].organization.label
Tsinghua University - (Beijing, Beijing, China)

# educationAndTraining[].organization.label
Tsinghua University - (Beijing, Beijing, China)

# awardsAndHonors[].label
Faculty Early Career Development (CAREER) Program

# publications[].label
Channel reduction in massive array parallel MRI

# publications[].label
Channel reduction in massive array parallel MRI.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Auto-calibrated dynamic parallel MRI with phase-sensitive data

# publications[].label
Magnetization transfer prepared gradient echo MRI for CEST imaging.

# publications[].label
An analysis of RF pulse apodization in parallel spatially selective excitation.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Regularized Flow Quantification Method Using MRI Tagging and Single Echo Acquisition Imaging

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Imaging and localizing interventional devices by susceptibility mapping using MRI.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
COMPRESSIVE SENSING MRI WITH LAPLACIAN SPARSIFYING TRANSFORM

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Efficient multiple acquisitions by Skipped Phase Encoding and Edge Deghosting (SPEED) using shared spatial information.

# publications[].label
High-resolution MRI of spinal cords by compressive sensing parallel imaging.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Compressed sensing MRI with multi-channel data using multi-core processors

# publications[].label
Adaptive SENSE reconstruction for parallel imaging with massive array coils.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
3D selective pulse design with variable spoke trajectories for parallel excitation.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A regularized flow quantification method using MRI tagging and Single Echo Acquisition imaging.

# publications[].label
Improved Image Reconstruction from Sensitivity-Encoded Data by Wavelet Denoising and Tikhonov Regularization

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
MARBLES - Metal Artifact Based Landmark Enhanced Susceptibility Weighted Imaging For Interventional Device Localization In MRI.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Single-point Dixon water-fat imaging using 64-channel single-echo acquisition MRI.

# publications[].label
Segmentation, Inference and Classification of Partially Overlapping Nanoparticles.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Parameter Estimation in Arterial Spin Labeling MRI: Comparing the Four Phase Model and the Buxton Model with Fourier Transform

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Clinical label-free endoscopic imaging of biochemical and metabolic autofluorescence biomarkers of benign, precancerous, and cancerous oral lesions.

# publications[].label
High resolution cardiac magnetic resonance imaging: A model-based approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Parameter estimation in arterial spin labeling MRI: Comparing the four phase model and the buxton model with fourier transform.

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
A novel fast algorithm for parallel excitation: pulse design in MRI.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
MR Image-Based Attenuation Correction of Brain PET Imaging: Review of Literature on Machine Learning Approaches for Segmentation.

# publications[].label
Compressed sensing MRI with multi-channel data using multi-core processors.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Three-dimensional self-gated cardiac MR imaging for the evaluation of myocardial infarction in mouse model on a 3T clinical MR system.

# publications[].label
High speed digital scan converting algorithm with moire pattern make-up and roaming zoom window

# publications[].label
Efficient image-based soiling quantification using histograms of a checkered pattern

# publications[].label
Parallel compressive sensing in a hybrid space: Application in interventional MRI.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A novel fast algorithm for parallel excitation pulse design in MRI

# publications[].label
Machine-Learning Assisted Discrimination of Precancerous and Cancerous from Healthy Oral Tissue Based on Multispectral Autofluorescence Lifetime Imaging Endoscopy.

# publications[].label
Coil reduction in parallel excitation with large array

# publications[].label
Anomaly Detection Approach for Pronunciation Verification of Disordered Speech using Speech Attribute Features

# publications[].label
Localization of brachytherapy seeds in MRI by deconvolution.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Reducing SAR in parallel excitation using variable-density spirals: a simulation-based study.

# publications[].label
Accelerated susceptibility-based positive contrast imaging of MR compatible metallic devices based on modified fast spin echo sequences.

# publications[].label
Joint Reconstruction of Multi-contrast Images and Multi-channel Coil Sensitivities

# publications[].label
Further analysis of interpolation effects in mutual information-based image registration.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Correlating 2D histological slice with 3D MRI image volume using smart phone as an interactive tool for muscle study.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An Image-Based Method for Soiling Quantification

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Sparse representation of complex MRI images

# publications[].label
Novel Compressive Sensing MRI Methods with Combined Sparsifying Transforms

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improved image reconstruction from sensitivity-encoded data by wavelet denoising and Tikhonov regularization

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improving multi-channel compressed sensing MRI with reweighted l 1 minimization.

# publications[].label
Improved compressed sensing MRI with multi-channel data using reweighted l(1) minimization.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An SVDD-Based Algorithm for Target Detection in Hyperspectral Imagery

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Accelerated 3D Coronary Vessel Wall MR Imaging Based on Compressed Sensing with a Block-Weighted Total Variation Regularization

# publications[].label
Susceptibility-based positive contrast MRI of brachytherapy seeds.

# publications[].label
Positive contrast MRI of prostate brachytherapy seeds based on resonant frequency offset mapping.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
3D selective pulse design with variable spoke trajectories for parallel excitation

# publications[].label
A fast pulse design for parallel excitation with gridding conjugate gradient.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An Improved MRI Method for Dynamic Contrast-Enhanced Imaging of Tumors

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Raster scan radar display with new scan converting scheme and advanced graphics

# publications[].label
Positive contrast MRI of prostate brachytherapy seeds by susceptibility mapping.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A new serial image registration method for contrast-enhanced MRI study.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A decision-level fusion scheme using the support vector data description for target detection in hyperspectral imagery

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Quantitative magnetic resonance imaging in a naturally occurring canine model of spinal cord injury.

# publications[].label
An Analysis of RF Pulse Apodization in Parallel Spatially Selective Excitation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Localized MRI and histological image correlation in a canine model of duchenne muscular dystrophy.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Auto-Calibrated Dynamic Parallel MRI with Phase-Sensitive Data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Compressive sensing imaging with randomized lattice sampling: Applications to fast 3D MRI

# publications[].label
MRI of biopsy needles by susceptibility mapping based on Wiener filter F and L1-regularization.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Implementation of High-Performance Correlation and Mapping Engine for Rapid Generation of Brain Connectivity Networks from Big fMRI Data.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Compressed sensing MRI with multichannel data using multicore processors.

# publications[].label
Aligning Small Datasets Using Domain Adversarial Learning: Applications in Automated in Vivo Oral Cancer Diagnosis.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A fast pulse design for parallel excitation with gridding conjugate gradient

# publications[].label
A Machine Learning Approach to Road Surface Anomaly Assessment Using Smartphone Sensors

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Coil reduction in parallel excitation with large array.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Positive contrast MRI of prostate brachytherapy seeds by susceptibility mapping

# publications[].label
Minimal-SAR RF Pulse Optimization for Parallel Transmission in MRI

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Clinical label-free biochemical and metabolic fluorescence lifetime endoscopic imaging of precancerous and cancerous oral lesions.

# publications[].label
A support vector data description scheme for hyperspectral target detection using first-order Markov modeling

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
PULSAR: A MATLAB toolbox for parallel magnetic resonance imaging using array coils and multiple channel receivers

# publications[].label
Using MRI to quantify skeletal muscle pathology in Duchenne muscular dystrophy: A systematic mapping review.

# publications[].label
Highly accelerated parallel imaging methods for localized massive array coils: Comparison using 64-channel phased-array data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Assessment of disease severity in a Canine Model of Duchenne Muscular Dystrophy: Classification of Quantitative MRI.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Tissue classification in a canine model of Duchenne Muscular Dystrophy using quantitative MRI parameters.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Muscle percentage index as a marker of disease severity in golden retriever muscular dystrophy.

# publications[].label
Compressed sensing MRI reconstruction from 3D multichannel data using GPUs.

# publications[].label
Sparse representation of complex MRI images.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
An analysis of RIF pulse apodization in parallel spatially selective excitation

# publications[].label
PARALLEL MAGNETIC RESONANCE IMAGING WITH LOCALIZED ARRAYS AND SINC INTERPOLATION (PILARS)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Parallel and sparse MR imaging: methods and instruments-Part 2.

# publications[].label
Efficient large-array k-domain parallel MRI using channel-by-channel array reduction.

# publications[].label
High-Performance Correlation and Mapping Engine for rapid generating brain connectivity networks from big fMRI data

# publications[].label
Model-based simulation of dynamic magnetic resonance imaging signals

# publications[].label
Parallel magnetic resonance imaging using localized receive arrays with sinc interpolation (PILARS).

# publications[].label
Compressed sensing parallel magnetic resonance imaging.

# publications[].label
Compressive sensing imaging with randomized lattice sampling: applications to fast 3D MRI.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Cone-Beam Computed Tomography (CBCT) Segmentation by Adversarial Learning Domain Adaptation

# publications[].label
Robust phase sensitive inversion recovery imaging using a Markov random field model.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Predicting long-term Type 2 Diabetes with Support Vector Machine using Oral Glucose Tolerance Test

# publications[].label
Minimal-SAR RF pulse optimization for parallel transmission in MRI.

# publications[].label
Compressive sensing MRI with complex sparsification

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
INTERPOLATION TECHNIQUES IN MULTIMODALITY IMAGE REGISTRATION AND THEIR APPLICATION

# publications[].label
Parallel and sparse MR imaging: methods and instruments-Part 1.

# publications[].label
Automated Brachytherapy Seed Localization Using Intensity-Weighted Feature Extraction Techniques

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Soiling Quantification Using an Image-Based Method: Effects of Imaging Conditions

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
New Similarity Metric for Registration of MRI to Histology: Golden Retriever Muscular Dystrophy Imaging.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Generalized Series Dynamic Imaging with Deformable References

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
One-Class SVMs Based Pronunciation Verification Approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Positive contrast MRI of prostate brachytherapy seeds based on resonant frequency offset mapping

# publications[].label
Compressed Sensing Parallel Magnetic Resonance Imaging

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improved compressed sensing MRI with multi-channel data using reweighted l<inf>1</inf> minimization

# publications[].label
Accelerating phase contrast MR angiography by simplified skipped phase encoding and edge deghosting with array coil enhancement.

# publications[].label
Phase unwrapping using region-based markov random field model.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Accelerated positive contrast MRI of interventional devices using parallel compressed sensing imaging.

# publications[].label
A flow quantification method using fluid dynamics regularization and MR tagging.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Black-blood T2* mapping with delay alternating with nutation for tailored excitation.

# publications[].label
End-to-End Neural Network for Feature Extraction and Cancer Diagnosis of In Vivo Fluorescence Lifetime Images of Oral Lesions.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Using Large Arrays for SNR Improvement on Receiver Limited MRI Systems.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Auto-calibrated dynamic parallel MRI with phase-sensitive data.

# publications[].label
Texture as an imaging biomarker for disease severity in golden retriever muscular dystrophy.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Spatial and temporal resolution effects on dynamic contrast-enhanced magnetic resonance mammography.

# publications[].label
Predicting long-term type 2 diabetes with support vector machine using oral glucose tolerance test.

# publications[].label
Parallel MR Imaging with Accelerations Beyond the Number of Receiver Channels Using Real Image Reconstruction.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Dynamic MRI with Compressed Sensing imaging using temporal correlations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Parameter estimation in arterial spin labeling MRI: comparing the Four Phase model and the Buxton model with Fourier transform.

# publications[].label
Fast Pulse Design for Parallel Transmission in MRI using Under-Determined Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# researcherOn[].label
Positive Contrast MRI of the Small Interventional Devices

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Fluorescence Lifetime Imaging Endoscope for Early Detection of Oral Cancer

# researcherOn[].awardedBy.label
Qatar National Research Fund - (Doha, Qatar)

# researcherOn[].label
Apraxia World: An interactive, technology-based comprehensive tool for remote speech therapy of childhood apraxia of speech

# researcherOn[].awardedBy.label
Qatar National Research Fund - (Doha, Qatar)

# streetAddress
Texas A&M University; Qatar Campus; 4251 TAMUQ

# organizations[]
Electrical and Computer Engineering (Qatar)

# etdChairOf[].label
Arzouni, Nibal (2012-10). Performance Analysis between Two Sparsity Constrained MRI Methods: Highly Constrained Backprojection(HYPR) and Compressed Sensing(CS) for Dynamic Imaging. Master's Thesis.

# etdChairOf[].label
Son, Jong Bum (2009-05). Fast and contrast-enhanced phase-sensitive magnetic resonance imaging. Doctoral Dissertation.

# etdChairOf[].label
Garach, Ravindra Mahendrakumar (2005-11). Robust phase sensitive inversion recovery imaging. Master's Thesis.

# etdChairOf[].label
Lusher II, John David (2018-05). High-Performance Correlation and Mapping Engine for Rapid Generating Brain Connectivity Networks from Big fMRI Data. Doctoral Dissertation.

# etdChairOf[].label
Lee, Joohyung (2014-08). Supervised Machine Learning Algorithms for Early Detection of Oral Epithelial Cancer Using Fluorescence Lifetime Imaging Microscopy. Master's Thesis.

# etdChairOf[].label
Eresen, Aydin (2018-07). Detection of MRI Biomarkers of Golden Retriever Duchenne Muscular Dystrophy. Doctoral Dissertation.

# etdChairOf[].label
Basavaraju, Akanksh (2018-07). Machine Learning Approaches to Road Surface Anomaly Assessment Using Smartphone Sensors. Master's Thesis.

# etdChairOf[].label
McConnell, Stephen Craig (2017-02). Automatic Canine Muscle Histology Image Segmentation Based on RGB Histogram. Master's Thesis.

# etdChairOf[].label
Dhulipala, Pranav Vaidik (2018-05). Using Landmark Based Susceptibility Weighted Imaging for Interventional Device Localization in MRI. Master's Thesis.

# etdChairOf[].label
Jiraraksopakun, Yuttapong (2010-07). Flow Imaging Using MRI: Quantification and Analysis. Doctoral Dissertation.

# etdChairOf[].label
Dong, Ying (2015-08). Visualization and Localization of Interventional Devices with MRI by Susceptibility Mapping. Doctoral Dissertation.

# etdChairOf[].label
Singh, Harneet (2012-02). A Cost Effective, Integrated and Smart Radioactive Safeguard System. Master's Thesis.

# etdChairOf[].label
Ou, Xiaoxi 1986- (2011-08). Localized Pipeline Encroachment Detector System Using Sensor Network. Master's Thesis.

# etdChairOf[].label
Lusher II, John David (2018-08). High-Performance Correlation and Mapping Engine for Rapid Generating Brain Connectivity Networks from Big fMRI Data. Doctoral Dissertation.

# etdChairOf[].label
Rane, Swati Dnyandeo (2005-11). Parallel magnetic resonance imaging: characterization and comparison. Master's Thesis.

# etdChairOf[].label
Feng, Shuo (2013-08). Efficient Algorithms for Parallel Excitation and Parallel Imaging with Large Arrays. Doctoral Dissertation.

# etdChairOf[].label
Li, Weizhi (2017-12). Noise-Tolerant Deep Learning for Histopathological Image Segmentation. Master's Thesis.

# etdChairOf[].label
Liu, Yinan (2012-07). RF Pulse Design for Parallel Excitation in Magnetic Resonance Imaging. Doctoral Dissertation.

# etdChairOf[].label
Chang, Ching-Hua (2016-05). Image Reconstructions of Compressed Sensing MRI with Multichannel Data. Doctoral Dissertation.