Dr. Miles N. Wernick Profile

Dr. Miles N. Wernick

Motorola Chair Professor at Illinois Institute of Technology

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Publications (24)

SPIE Journal Paper | 11 November 2014

Noise properties and task-based evaluation of diffraction-enhanced imaging

Jovan Brankov, Alejandro Saiz-Herranz, Miles Wernick

JMI, Vol. 1, Issue 03, 033503, (November 2014) https://doi.org/10.1117/12.10.1117/1.JMI.1.3.033503

KEYWORDS: Refraction, Signal attenuation, Signal to noise ratio, Monte Carlo methods, X-rays, Statistical analysis, Blood vessels, Interference (communication), Imaging systems, Lung

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Proceedings Article | 24 March 2014 Paper

Exploring perceptually similar cases with multi-dimensional scaling

Juan Wang, Yongyi Yang, Miles Wernick, Robert Nishikawa

Proceedings Volume 9035, 90351W (2014) https://doi.org/10.1117/12.2043600

KEYWORDS: Mammography, Cancer, Pathology, Computer aided diagnosis and therapy, Radiology, Diagnostics, Breast cancer, Computer engineering, Calcium, Content based image retrieval

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Proceedings Article | 9 March 2011 Paper

A comparison study of textural features between FFDM and film mammogram images

Hao Jing, Yongyi Yang, Miles Wernick, Laura Yarusso, Robert Nishikawa

Proceedings Volume 7963, 79631M (2011) https://doi.org/10.1117/12.877577

KEYWORDS: Mammography, Computer aided diagnosis and therapy, Digital mammography, Breast, Matrices, Algorithm development, Computer aided design, Tissues, Breast cancer, Diagnostics

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Proceedings Article | 3 March 2011 Paper

Channelized relevance vector machine as a numerical observer for cardiac perfusion defect detection task

Mahdi Kalayeh, Thibault Marin, P. Hendrik Pretorius, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7966, 79660E (2011) https://doi.org/10.1117/12.878176

KEYWORDS: Defect detection, Diagnostics, Data modeling, Image quality, Feature extraction, Single photon emission computed tomography, Medical imaging, Performance modeling, Machine learning, Bandpass filters

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Proceedings Article | 3 March 2011 Paper

Numerical observer for cardiac motion assessment using machine learning

Thibault Marin, Mahdi Kalayeh, P. Pretorius, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7966, 79660G (2011) https://doi.org/10.1117/12.878186

KEYWORDS: Motion estimation, Image filtering, Image quality, Single photon emission computed tomography, Feature extraction, Motion models, Diagnostics, Optical filters, Machine learning, Medical imaging

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Proceedings Article | 19 March 2010 Paper

Development of a computational three-dimensional breast lesion phantom model

Luis de Sisternes, Adam Zysk, Jovan Brankov, Miles Wernick

Proceedings Volume 7622, 762205 (2010) https://doi.org/10.1117/12.844501

KEYWORDS: 3D modeling, Tumors, Breast, 3D image processing, Mammography, Tissues, Computer simulations, Optical spheres, X-ray imaging, Stochastic processes

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Proceedings Article | 13 March 2010 Paper

4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model

Thibault Marin, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7623, 76230E (2010) https://doi.org/10.1117/12.844004

KEYWORDS: Motion models, Reconstruction algorithms, Single photon emission computed tomography, Motion estimation, Image filtering, Spatial filters, Data modeling, Expectation maximization algorithms, Heart, Statistical modeling

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Proceedings Article | 27 January 2010 Paper

Numerical observer for cardiac motion assessment

Jovan Brankov, Thibault Marin, P. Pretorius, Yongyi Yang, Miles Wernick

Proceedings Volume 7533, 75330G (2010) https://doi.org/10.1117/12.851736

KEYWORDS: Motion models, Single photon emission computed tomography, Feature extraction, Motion estimation, Medical imaging, Quality measurement, Image quality, Image filtering, Nuclear medicine, Diagnostics

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Proceedings Article | 27 March 2009 Paper

Motion-compensated post-processing of gated cardiac SPECT images using a deformable mesh model

Thibault Marin, Miles Wernick, Yongyi Yang, Jovan Brankov

Proceedings Volume 7259, 72592E (2009) https://doi.org/10.1117/12.812133

KEYWORDS: Single photon emission computed tomography, Motion estimation, Motion models, Image filtering, Denoising, Heart, Spatial filters, Diagnostics, Linear filtering, Image processing

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Proceedings Article | 14 March 2009 Paper

Analysis of the spectrum in phase-contrast mammography

Adam Zysk, Qiaofeng Xu, Luis de Sisternes, Jovan Brankov, Miles Wernick, Mark Anastasio

Proceedings Volume 7258, 72584E (2009) https://doi.org/10.1117/12.812146

KEYWORDS: Mammography, Breast, X-rays, Molybdenum, Absorption, Sensors, Tissues, X-ray imaging, Optical filters, Radiography

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Proceedings Article | 17 September 2008 Paper

Validity of a fully coherent field model for in-line x-ray phase imaging

Adam Zysk, Miles Wernick, Mark Anastasio

Proceedings Volume 7078, 70781A (2008) https://doi.org/10.1117/12.793872

KEYWORDS: Wave propagation, X-ray imaging, X-rays, Geometrical optics, Systems modeling, Refractive index, Phase imaging, Statistical modeling, Imaging systems, X-ray microscopy

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Proceedings Article | 26 February 2008 Paper

Progress in mesh based spatio-temporal reconstruction

Jovan Brankov, Ricard Delgado Gonzalo, Yongyi Yang, Mingwu Jin, Miles Wernick

Proceedings Volume 6814, 68140V (2008) https://doi.org/10.1117/12.776951

KEYWORDS: Signal attenuation, Tomography, Sensors, Single photon emission computed tomography, Monte Carlo methods, Data modeling, Collimators, Expectation maximization algorithms, Image restoration, Signal to noise ratio

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Proceedings Article | 26 February 2008 Paper

New methods for fMRI data processing based on locally linear embeddings

Laurent Chaillou, Imam Samil Yetik, Miles Wernick

Proceedings Volume 6814, 681412 (2008) https://doi.org/10.1117/12.776453

KEYWORDS: Principal component analysis, Independent component analysis, Functional magnetic resonance imaging, Brain, Data processing, Neuroimaging, Monte Carlo methods, Signal to noise ratio, Computer simulations, Reconstruction algorithms

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Proceedings Article | 7 September 2006 Paper

A comparison of a generalized DEI method with multiple-image radiography

Cheng-Ying Chou, Mark Anastasio, Jovan Brankov, Miles Wernick

Proceedings Volume 6318, 631819 (2006) https://doi.org/10.1117/12.681203

KEYWORDS: X-rays, Crystals, Absorption, Computed tomography, Sensors, X-ray imaging, Radiography, X-ray computed tomography, Tissues, Refraction

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Proceedings Article | 2 February 2006 Paper

Progress in multiple-image radiography

Miles Wernick, Jovan Brankov, Dean Chapman, Yongyi Yang, Gocha Khelashvili, Mark Anastasio, Zhong Zhong, Christopher Parham, Jun Li, Carol Muehleman

Proceedings Volume 6065, 60650W (2006) https://doi.org/10.1117/12.658076

KEYWORDS: Radiography, Absorption, X-rays, X-ray imaging, Refraction, Tissues, Mammography, Scattering, Imaging systems, Crystals

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Proceedings Article | 2 February 2006 Paper

Machine learning of human responses to images

Miles Wernick, Yongyi Yang, Jovan Brankov, Liyang Wei, Nikolas Galatsanos, Issam El-Naqa

Proceedings Volume 6065, 60650S (2006) https://doi.org/10.1117/12.658072

KEYWORDS: Machine learning, Databases, Image quality, Content based image retrieval, Data modeling, Complex systems, Diagnostics, Performance modeling, Medical imaging, Signal detection

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Proceedings Article | 26 October 2004 Paper

A preliminary study of multiple-image computed tomography

Miles Wernick, Jovan Brankov, Dean Chapman, Yongyi Yang, Carol Muehleman, Zhong Zhong, Mark Anastasio

Proceedings Volume 5535, (2004) https://doi.org/10.1117/12.560211

KEYWORDS: Scattering, X-rays, Refraction, Signal attenuation, Tomography, Reconstruction algorithms, X-ray imaging, Absorption, 3D image reconstruction, Computed tomography

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Proceedings Article | 26 October 2004 Paper

Noise analysis and image denoising for DEI

Miles Wernick, Jovan Brankov, Alejandro Saiz-Herranz

Proceedings Volume 5535, (2004) https://doi.org/10.1117/12.560203

KEYWORDS: Signal to noise ratio, Refraction, Monte Carlo methods, Filtering (signal processing), Image denoising, Diffraction, Crystals, Image filtering, Absorption, X-ray sources

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Proceedings Article | 4 May 2004 Paper

Observers' ability to judge the similarity of clustered calcifications on mammograms

Robert Nishikawa, Yongyi Yang, Dezheng Huo, Miles Wernick, Charlene Sennett, John Papaioannou, Liyang Wei

Proceedings Volume 5372, (2004) https://doi.org/10.1117/12.536571

KEYWORDS: Mammography, Computer aided diagnosis and therapy, Statistical analysis, Medical imaging, Radiology, Feature extraction, Computer engineering, Computing systems, Breast, Visualization

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Proceedings Article | 20 April 2000 Paper

Statistical analysis of dynamic sequences for functional imaging

Chien-Min Kao, Chin-Tu Chen, Miles Wernick

Proceedings Volume 3978, (2000) https://doi.org/10.1117/12.383416

KEYWORDS: Signal to noise ratio, Principal component analysis, Data modeling, Statistical analysis, Factor analysis, Interference (communication), Medical imaging, Functional imaging, Positron emission tomography, Analytical research

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Proceedings Article | 18 August 1995 Paper

High-resolution reconstruction of dynamic PET image sequences using a low-order approximation

Chien-Min Kao, Jeffrey Yap, Miles Wernick

Proceedings Volume 2622, (1995) https://doi.org/10.1117/12.216881

KEYWORDS: Positron emission tomography, Principal component analysis, Spatial resolution, Smoothing, Image enhancement, Point spread functions, Image resolution, Image quality, Expectation maximization algorithms, Image restoration

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Proceedings Article | 18 August 1995 Paper

High-order entropy coding of medical image data using different binary-decomposed representations

Steve Yu, Miles Wernick, Nikolas Galatsanos

Proceedings Volume 2622, (1995) https://doi.org/10.1117/12.216786

KEYWORDS: Image compression, Medical imaging, Statistical analysis, Binary data, Positron emission tomography, Data modeling, Image processing, Statistical modeling, Computer programming, Data compression

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Proceedings Article | 1 August 1992 Paper

Super-resolution in positron emission tomography

Miles Wernick, Chin-Tu Chen

Proceedings Volume 1778, (1992) https://doi.org/10.1117/12.130955

KEYWORDS: Super resolution, Positron emission tomography

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Proceedings Article | 26 June 1992 Paper

Sinogram resolution recovery using information gained through detector motion

Miles Wernick, Chin-Tu Chen

Proceedings Volume 1660, (1992) https://doi.org/10.1117/12.59563

KEYWORDS: Sensors, Positron emission tomography, Image processing, Biomedical optics, Image restoration, 3D image processing, Microscopy, Signal processing, Image filtering, Tomography

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Showing 5 of 24 publications

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