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Theses/Dissertations from 2018

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Balachandrasekaran, Arvind (2018), Structured low rank approaches for exponential recovery - application to MRI
https://doi.org/10.17077/etd.kojk-cy92

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Biswas, Sampurna (2018), Structured & learnable regularizers for modeling inverse problems in fast MRI
https://doi.org/10.17077/etd.k1ix-xq9a

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Cover, Mathew Brian (2018), Cognitive-model-driven pilot attention for commercial airline scenarios
https://doi.org/10.17077/etd.a13a-g8sw

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Gerard, Alex Michael (2018), Iterative cerebellar segmentation using convolutional neural networks
https://doi.org/10.17077/etd.4smb-4uxf

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Joshi, Apoorva (2018), Trajectory-based methods to predict user churn in online health communities
https://doi.org/10.17077/etd.d3sv8hc4

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Liu, Yingdi (2018), Design for test methods to reduce test set size
https://doi.org/10.17077/etd.5snwe8rc

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Miller, John William (2018), Differentiation between causes of optic disc swelling using retinal layer shape features
https://doi.org/10.17077/etd.2ow0gi1p

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Mohsin, Yasir Qasim (2018), Novel MR image recovery using patch-smoothness iterative shrinkage algorithm
https://doi.org/10.17077/etd.c1na-99c6

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Poddar, Sunrita (2018), Joint recovery of high-dimensional signals from noisy and under-sampled measurements using fusion penalties
https://doi.org/10.17077/etd.46as-tol1

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Tian, Yue (2018), On improving estimation of root cause distribution of volume diagnosis
https://doi.org/10.17077/etd.hi96-s8f5

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Tosado, Joel E (2018), Leveraging clustering for dimensionality reduction and improved prognosis in head and neck cancer patients
https://doi.org/10.17077/etd.g2o1-jf7z

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Zdilar, Luka (2018), Evaluating the effect of right-censored endpoint transformation for dimensionality reduction of radiomic features of oropharyngeal cancer patients
https://doi.org/10.17077/etd.zp4ollz2

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Zhang, Xiaoliu (2018), MRI-based active shape model of the human proximal femur using fiducial and secondary landmarks and its validation
https://doi.org/10.17077/etd.pl67d1u7

Theses/Dissertations from 2017

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Agne, Jason (2017), Automated image-based estimation of severity and cause of optic disc edema
https://doi.org/10.17077/etd.u6bhrk5u

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Alshamary, Haider Ali Jasim (2017), Coherent and non-coherent data detection algorithms in massive MIMO
https://doi.org/10.17077/etd.ga7kqgif

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Bhattacharya, Ipshita (2017), Pushing the limits of spectroscopic imaging using novel low-rank based reconstruction algorithm
https://doi.org/10.17077/etd.wu571jjs

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Cho, Myung (2017), Convex and non-convex optimizations for recovering structured data: algorithms and analysis
https://doi.org/10.17077/etd.0yedhxay

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Cui, Chen (2017), MRI fat-water separation using graph search based methods
https://doi.org/10.17077/etd.as18ob1b

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Davidson, Lauren Michel (2017), Strategies for high efficiency silicon solar cells
https://doi.org/10.17077/etd.i3dikkj8

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Ghayoor, Ali (2017), Improved interpretation of brain anatomical structures in magnetic resonance imaging using information from multiple image modalities
https://doi.org/10.17077/etd.hz0l0m2d

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Hoke, Jaclyn Ann (2017), A wavelet-based framework for efficient processing of digital imagery with an application to helmet-mounted vision systems
https://doi.org/10.17077/etd.thro601t

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Kumar, Amy (2017), Scalable algorithms for distributed beamforming and nullforming
https://doi.org/10.17077/etd.dm7l1x5f

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McClurg, Josiah (2017), Fast demand response with datacenter loads: a green dimension of big data
https://doi.org/10.17077/etd.thbclusc

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Robles, Victor Adrian (2017), Automated image analysis of corneal structures in anterior-segment optical coherence tomography and in-vivo confocal microscopy images
https://doi.org/10.17077/etd.tq4tqf9x

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Shah, Abhay (2017), Multiple surface segmentation using novel deep learning and graph based methods
https://doi.org/10.17077/etd.0x0o19kt

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Snyder, Adam Thomas (2017), Cardiac catheter control using actuator wire
https://doi.org/10.17077/etd.lube0kaw

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Song, Joo Hyun (2017), Methods for evaluating image registration
https://doi.org/10.17077/etd.v0vailob

Theses/Dissertations from 2016

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Bai, Junjie (2016), Efficient optimization for labeling problems with prior information: applications to natural and medical images
https://doi.org/10.17077/etd.v0wcbk4w

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Bhave, Sampada Vasant (2016), Novel dictionary learning algorithm for accelerating multi-dimensional MRI applications
https://doi.org/10.17077/etd.kxm0maxc

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Chen, Cheng (2016), Mechanical and micro-structural modeling of trabecular bone by in vivo imaging
https://doi.org/10.17077/etd.jwvbs0r5

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Chen, Zhi (2016), Novel quantitative description approaches assessing coronary morphology and development
https://doi.org/10.17077/etd.3ab61i70

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Ghasemi Damavandi, Hamidreza (2016), Data analytics, interpretation and machine learning for environmental forensics using peak mapping methods
https://doi.org/10.17077/etd.ix74otr7

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Guzun, Gheorghi (2016), Distributed indexing and scalable query processing for interactive big data explorations
https://doi.org/10.17077/etd.ghz38eku

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Hu, Qiao (2016), Automatic construction of arterial and venous vascular trees in fundus images
https://doi.org/10.17077/etd.gm83fq7z

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Jin, Dakai (2016), Digital topologic and geometric approaches for CT-based multi-generation characterization of airway and pulmonary vascular tree morphology and their association
https://doi.org/10.17077/etd.rpural2y

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Kashyap, Satyananda (2016), Quantitative analysis and segmentation of knee MRI using layered optimal graph segmentation of multiple objects and surfaces
https://doi.org/10.17077/etd.k9dr8dq6

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Kersten, Jacob Todd (2016), Digital human modeling capabilities for task-based survivability
https://doi.org/10.17077/etd.mgs3qe5j

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Lan, Bradley Weichi (2016), Control of rigid formations for agents with passive nonlinear dynamics
https://doi.org/10.17077/etd.tf3scphc

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Miri, Mohammad Saleh (2016), A multimodal machine-learning graph-based approach for segmenting glaucomatous optic nerve head structures from SD-OCT volumes and fundus photographs
https://doi.org/10.17077/etd.23kdq0ph

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Pan, Yue (2016), Currents- and varifolds-based registration of lung vessels and lung surfaces
https://doi.org/10.17077/etd.eunfgrdi

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Schupp-Omid, Daniel (2016), Characterization of active sonar targets
https://doi.org/10.17077/etd.cpq3wqct

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Shao, Wei (2016), Identifying the shape collapse problem in large deformation image registration
https://doi.org/10.17077/etd.xkr98o74

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Tollefson, John Dietrich (2016), Identifying the factors that affect the severity of vehicular crashes by driver age
https://doi.org/10.17077/etd.ew5lsbof

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Wang, Jui-Kai (2016), Estimation of papilledema severity using spectral-domain optical coherence tomography
https://doi.org/10.17077/etd.b63e6zta

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Wang, Yichao (2016), Terahertz nonlinear optical response of armchair graphene nanoribbons
https://doi.org/10.17077/etd.8yrkm2kl

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Zhao, Bowen (2016), Tissue preserving deformable image registration for 4DCT pulmonary images
https://doi.org/10.17077/etd.u2ncyqac

Theses/Dissertations from 2014

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Achanta, Hema Kumari (2014), Optimal sensing matrices
https://doi.org/10.17077/etd.d0za6wct

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Baidoo-Williams, Henry Ernest (2014), Novel techniques for estimation and tracking of radioactive sources
https://doi.org/10.17077/etd.comm5gze

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Capdevila, Nic Andrew (2014), Digital human modeling for optimal body armor design
https://doi.org/10.17077/etd.dpr75fbl

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Chen, Cheng (2014), Finite element modeling of trabecular bone from multi-row detector CT imaging
https://doi.org/10.17077/etd.fgcpnnl0

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Degenhardt, Richard Kennedy III (2014), Self-collision avoidance through keyframe interpolation and optimization-based posture prediction
https://doi.org/10.17077/etd.2cikmwoa

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Fahim Rezaei, Hamid (2014), Mesh-Bus, a double-layer coded, time-transparent digital distributed single-wire bus
https://doi.org/10.17077/etd.t0uc9pz2

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Kumar, Amit (2014), Generation of compact test sets and a design for the generation of tests with low switching activity
https://doi.org/10.17077/etd.93exb2ob

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Liu, Yunlong (2014), Treatment plan optimization for rotating-shield brachytherapy
https://doi.org/10.17077/etd.bs4adro4

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Taylor, Kyle Ross (2014), Machine learning approaches for predicting genotype from phenotype and a novel clustering technique for subgenotype discovery: an application to inherited deafness
https://doi.org/10.17077/etd.0bis3mfk

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Van Tol, Markus Lane (2014), A graph-based method for segmentation of tumors and lymph nodes in volumetric PET images
https://doi.org/10.17077/etd.ycd8abdf

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Yosief, Kidane Ogbaghebriel (2014), Source localization and tracking for possibly unknown signal propagation model
https://doi.org/10.17077/etd.ytrwzkn7

Theses/Dissertations from 2013

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Antony, Bhavna Josephine (2013), A combined machine-learning and graph-based framework for the 3-D automated segmentation of retinal structures in SD-OCT images
https://doi.org/10.17077/etd.ny1b4j7x

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Dale, Joel Kelly (2013), Electric field lines and voltage potentials associated with graphene nanoribbon
https://doi.org/10.17077/etd.qnuap32p

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Downe, Richard Wesley (2013), Predictive analysis of coronary plaque morphology and composition on a one year timescale
https://doi.org/10.17077/etd.ynig7tzu

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Jha, Sharada (2013), Compaction mechanism to reduce test pattern counts and segmented delay fault testing for path delay faults
https://doi.org/10.17077/etd.llxnejgn

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Li, Cheng (2013), A new algorithm for cortical bone segmentation with its validation and applications to in vivo imaging
https://doi.org/10.17077/etd.e3cmh2s2

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Liu, Yinxiao (2013), New algorithms for in vivo characterization of human trabecular bone: development, validation, and applications
https://doi.org/10.17077/etd.ihy0l8ws

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Rahman, Muhammad Mahboob Ur (2013), Distributed Beamforming and Nullforming: Frequency Synchronization Techniques, Phase Control Algorithms, and Proof-Of-Concept
https://doi.org/10.17077/etd.7t4jwqyw

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Umair, Ahmad (2013), Synthesis and device applications of graphitic nanomaterials
https://doi.org/10.17077/etd.jvi9gm3t

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Yasmeen, Aneela (2013), A Distributed Algorithm for Optimal Dispatch in Smart Power Grids with Piecewise Linear Cost Functions
https://doi.org/10.17077/etd.ribpgsoj

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Zhang, Cheng (2013), Nonrigid image registration using uncertain surface constraints with application to radiation therapy
https://doi.org/10.17077/etd.27i2mcw8

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Zhou, Xuan (2013), A fast algorithm for general matrix factorization
https://doi.org/10.17077/etd.yyee2x4v

Theses/Dissertations from 2012

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Cao, Kunlin (2012), Mechanical analysis of lung CT images using nonrigid registration
https://doi.org/10.17077/etd.vkatg9vg

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Chen, Mingqing (2012), Towards 4D MVCBCT for lung tumor treatment
https://doi.org/10.17077/etd.xki6sif4

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Cooley, Daniel Warren (2012), Data acquisition unit for low-noise, continuous glucose monitoring
https://doi.org/10.17077/etd.xcizv7ow

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Diken, Mehmed Bilal (2012), Autonomous tracking of mussels in a lab environment
https://doi.org/10.17077/etd.bm08liin

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Fan, Xiaoxin (2012), Fault diagnosis of VLSI designs: cell internal faults and volume diagnosis throughput
https://doi.org/10.17077/etd.1q4hkje6

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Goodman, Corey William (2012), Cost effective, computer-aided analytical performance evaluation of chromosomal microarrays for clinical laboratories
https://doi.org/10.17077/etd.u7hc7qb3

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Kemp, Matthew James (2012), A FM-CW microwave radar for rainfall applications
https://doi.org/10.17077/etd.8ad11rea

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Kump, Paul (2012), Passive detection of radionuclides from weak and poorly resolved gamma-ray energy spectra
https://doi.org/10.17077/etd.v9guwsm6

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McClurg, Josiah Caleb (2012), Reduction of reserve margin with increasing wind penetration: a quantitative first-principles analysis
https://doi.org/10.17077/etd.u2zo5zw0

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Mohsin, Ali (2012), Graphene synthesis and characterization on copper
https://doi.org/10.17077/etd.xkpszqo8

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Parker, Sean Patrick (2012), GPU implementation of a deep learning network for image recognition tasks
https://doi.org/10.17077/etd.33i8zf4n

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Song, Qi (2012), Globally optimal image segmentation incorporating region, shape prior and context information
https://doi.org/10.17077/etd.zsc8qy8t

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Sun, Shanhui (2012), Automated and interactive approaches for optimal surface finding based segmentation of medical image data
https://doi.org/10.17077/etd.o2bmvzlw

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Vemulapalli, Manish Goldie (2012), Resource allocation problems in communication and control systems
https://doi.org/10.17077/etd.t6jydeqs

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Xu, Ziyue (2012), An analytic approach to tensor scale with efficient computational solution and applications to medical imaging
https://doi.org/10.17077/etd.qjx02g87