A 3-D Filtered-Backprojection Reconstruction Algorithm for Combined Parallel- and Cone-Beam SPECT Data. - Chunwu Wu; Miles N. Wernick; Chin-Tu Chen (IPMI, 1993)

Lossless Compression of Multi-Dimensional Medical Image Data using Binary-Decomposed High-Order Entropy Coding. - Steve S. Yu; Miles N. Wernick; Nikolas P. Galatsanos (ICIP (2), 1994)

Iterative maximum a posteriori (MAP) restoration from partially-known blur for tomographic reconstruction. - Vladimir Z. Mesarovic; Nikolas P. Galatsanos; Miles N. Wernick (ICIP, 1995)

Impulse restoration-based template-matching using the expectation-maximization algorithm. - Ahmad Abu-Naser; Nikolas P. Galatsanos; Miles N. Wernick (ICIP (3), 1997)

Image Reconstruction for Dynamic PET Based on Low-Order Approximation and Restoration of the Sinogram. - Chien-Min Kao; Jeffrey T. Yap; Jogeshwar Mukherjee; Miles N. Wernick (IEEE Trans. Medical Imaging, 1997)

Tomographic Image Reconstruction for Systems with Partially-Known Blur. - Jovan G. Brankov; Jaksa Djordjevic; Miles N. Wernick; Nikolas P. Galatsanos (ICIP (3), 1999)

Fast Optimal Image Reconstruction for Dynamic PET. - Miles N. Wernick; E. James Infusino; Milos Milosevic (IEEE Trans. Medical Imaging, 1999)

Image Retrieval Based on Similarity Learning. - Issam El-Naqa; Miles N. Wernick; Yongyi Yang; Nikolas P. Galatsanos (ICIP, 2000)

A New Approach for Image-Content Adaptive Mesh Generation. - Jongmin Lee; Yongyi Yang; Miles N. Wernick (ICIP, 2000)

Improved image quality and computation reduction in 4D reconstruction of cardiac gated SPECT images. - Manoj V. Narayanan; Michael A. King; Miles N. Wernick; Charles L. Byrne; Edward J. Soares; P. Hendrik Pretorius (IEEE Trans. Medical Imaging, 2000)

Tomographic image reconstruction using content-adaptive mesh modeling. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (1), 2001)

A fast algorithm for accurate content-adaptive mesh generation. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (3), 2001)

ML and Bayesian impulse restoration based object recognition in photon limited noise. - Ahmad Abu-Naser; Nikolas P. Galatsanos; Miles N. Wernick (ICIP (2), 2002)

Similarity based clustering using the expectation maximization algorithm. - Jovan G. Brankov; Yongyi Yang; Nikolas P. Galatsanos; Miles N. Wernick (ICIP (1), 2002)

Content-adaptive mesh modeling for fully-3D tomographic image reconstruction. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (2), 2002)

Content-adaptive 3D mesh modeling for representation of volumetric images. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (3), 2002)

Content-based image retrieval for digital mammography. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos (ICIP (3), 2002)

A support vector machine approach for detection of microcalcifications in mammograms. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos; Robert M. Nishikawa (ICIP (2), 2002)

An ICA algorithm for analyzing multiple data sets. - Ana S. Lukic; Lars Kai Hansen; Miles N. Wernick; Stephen C. Strother (ICIP (2), 2002)

A reversible jump Markov chain Monte Carlo algorithm for analysis of functional neuroimages. - Ana S. Lukic; Miles N. Wernick; Nikolas P. Galatsanos; Yongyi Yang; Stephen C. Strother (ICIP (3), 2002)

Multi-modality tomographic image reconstruction using mesh modeling. - Jovan G. Brankov; Yongyi Yang; Richard M. Leahy; Miles N. Wernick (ISBI, 2002)

Support vector machine learning for detection of microcalcifications in mammograms. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos; Robert M. Nishikawa (ISBI, 2002)

A spatially robust ICA algorithm for multiple fMRI data sets. - Ana S. Lukic; Miles N. Wernick; Lars Kai Hansen; Jon R. Anderson; Stephen C. Strother (ISBI, 2002)

Preliminary investigation of a multiple-image radiography method. - Miles N. Wernick; Oliver Wirjadi; Dean Chapman; Oral Oltulu; Zhong Zhong; Yongyi Yang (ISBI, 2002)

An evaluation of methods for detecting brain activations from functional neuroimages. - Ana S. Lukic; Miles N. Wernick; Stephen C. Strother (Artif. Intell. Medicine, 2002)

A Support Vector Machine Approach for Detection of Microcalcifications. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos; Robert M. Nishikawa (IEEE Trans. Medical Imaging, 2002)

Accurate mesh representation of vector-valued (color) images. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (1), 2003)

Relevance feedback based on incremental learning for mammogram retrieval. - Issam El-Naqa; Yongyi Yang; Nikolas P. Galatsanos; Miles N. Wernick (ICIP (1), 2003)

A fast approach for accurate content-adaptive mesh generation. - Yongyi Yang; Miles N. Wernick; Jovan G. Brankov (IEEE Trans. Image Process., 2003)

Bayesian regression of functional neuroimages. - Dimitris G. Tzikas; Aristidis Likas; Nikolas P. Galatsanos; Ana S. Lukic; Miles N. Wernick (EUSIPCO, 2004)

Mammogram Retrieval Based On Incremental Learning. - Issam El-Naqa; Yongyi Yang; Nikolas P. Galatsanos; Miles N. Wernick (ISBI, 2004)

Reversible Jump Markov Chain Monte Carlo Signal Detection In Functional Neuroimaging Analysis. - Ana S. Lukic; Miles N. Wernick; Yongyi Yang; Nikolas P. Galatsanos; Stephen C. Strother (ISBI, 2004)

Relevance Vector Machine Analysis of Functional Neuroimages. - Dimitris Tzikas; Aristidis Likas; Nikolas P. Galatsanos; Ana S. Lukic; Miles N. Wernick (ISBI, 2004)

Multiple-Image Computed Tomography. - Miles N. Wernick; Jovan G. Brankov; Dean Chapman; Mark A. Anastasio; Zhong Zhong; Carol Muehleman; Jun Li (ISBI, 2004)

Noise Analysis for Diffraction Enhanced Imaging. - Miles N. Wernick; Jovan G. Brankov; Alejandro Saiz-Herranz (ISBI, 2004)

Tomographic image reconstruction based on a content-adaptive mesh model. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (IEEE Trans. Medical Imaging, 2004)

A similarity learning approach to content-based image retrieval: application to digital mammography. - Issam El-Naqa; Yongyi Yang; Nikolas P. Galatsanos; Robert M. Nishikawa; Miles N. Wernick (IEEE Trans. Medical Imaging, 2004)

Generalized likelihood ratio test based algorithms for object recognition in photon-limited images. - Ahmad Abu-Naser; Nikolas P. Galatsanos; Miles N. Wernick (ICIP (3), 2005)

Reconstruction of cardiac-gated dynamic SPECT images. - Mingwu Jin; Yongyi Yang; Miles N. Wernick (ICIP (3), 2005)

Relevance vector machine for automatic detection of clustered microcalcifications. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa; Miles N. Wernick; Alexandra Edwards (IEEE Trans. Medical Imaging, 2005)

Progress in multiple-image radiography. - Miles N. Wernick; Jovan G. Brankov; Dean Chapman; Yongyi Yang; Gocha Khelashvili; Mark A. Anastasio; Zhong Zhong; Christopher Parham; Jun Li; Carol Muehleman (Computational Imaging, 2006)

Machine learning of human responses to images. - Miles N. Wernick; Yongyi Yang; Jovan G. Brankov; Liyang Wei; Nikolas P. Galatsanos; Issam El-Naqa (Computational Imaging, 2006)

Mammogram Retrieval by Similarity Learning from Experts. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa; Miles N. Wernick (ICIP, 2006)

Motion-compensated dynamic image reconstruction for gated cardiac SPECT. - Mingwu Jin; Yongyi Yang; Miles N. Wernick; Michael A. King (ISBI, 2006)

Noise and sampling analysis for multiple-image radiography. - Bruno Marquet; Jovan G. Brankov; Miles N. Wernick (ISBI, 2006)

Application of the Multiple Image Radiography Method to Breast Imaging. - Christopher Parham; Etta D. Pisano; Chad Livasy; Laura Faulconer; Miles N. Wernick; Jovan G. Brankov; Miklos Kiss; Dean M. Connor; Jeddy Chen; Ann Wu; Zhong Zhong; Dean Chapman (Digital Mammography / IWDM, 2006)

Dynamic Image Reconstruction using Temporally Adaptive Regularization for Emission Tomography. - Mingwu Jin; Yongyi Yang; Miles N. Wernick (ICIP (4), 2007)

Four-Dimensional Reconstruction of Gated Cardiac Spect with Attenuation and Scatter Compensation. - Mingwu Jin; Yongyi Yang; Jovan G. Brankov; Miles N. Wernick; Bing Feng; Michael A. King (ISBI, 2007)

Tomosynthesis Implementation of Multiple Image Radiography. - Keivan Majidi; Jovan G. Brankov; Miles N. Wernick (ISBI, 2007)

Bayesian Kernel Methods for Analysis of Functional Neuroimages. - Ana S. Lukic; Miles N. Wernick; Dimitris Tzikas; Xu Chen; Aristidis Likas; Nikolas P. Galatsanos; Yongyi Yang; E. Zhao; Stephen C. Strother (IEEE Trans. Medical Imaging, 2007)

Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. - Ana S. Lukic; Miles N. Wernick; Yongyi Yang; Lars Kai Hansen; Konstantinos Arfanakis; Stephen C. Strother (IEEE Trans. Medical Imaging, 2007)

Progress in mesh based spatio-temporal reconstruction. - Jovan G. Brankov; Ricard Delgado-Gonzalo; Yongyi Yang; Mingwu Jin; Miles N. Wernick (Computational Imaging, 2008)

New methods for fMRI data processing based on locally linear embeddings. - Laurent Chaillou; Imam Samil Yetik; Miles N. Wernick (Computational Imaging, 2008)

Simultaneous estimation of the Markov random field parameters and the classes for image segmentation. - Xin Liu; Imam Samil Yetik; Miles N. Wernick (ICIP, 2008)

4D reconstruction of cardiac images using temporal fourier basis functions. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ICIP, 2008)

Sampling strategies in multiple-image radiography. - Keivan Majidi; Jovan G. Brankov; Miles N. Wernick (ISBI, 2008)

Cardiac perfusion defect detection using gated dynamic SPECT imaging. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ICIP, 2009)

Prostate Cancer Segmentation with Multispectral MRI Using Cost-Sensitive Conditional Random Fields. - Yusuf Artan; Deanna L. Langer; Masoom A. Haider; Theodorus H. van der Kwast; Andrew J. Evans; Miles N. Wernick; Imam Samil Yetik (ISBI, 2009)

Detectability of Perfusion Defect in Gated Dynamic Cardiac Spect Images. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ISBI, 2009)

Prostate Cancer Localization with Multispectral MRI Based on Relevance Vector Machines. - Sedat Ozer; Masoom A. Haider; Deanna L. Langer; Theodorus H. van der Kwast; Andrew J. Evans; Miles N. Wernick; John Trachtenberg; Imam Samil Yetik (ISBI, 2009)

Deformable Mesh Model of Cardiac Motion from Tagged MRI Data. - Felipe M. Parages; Miles N. Wernick; Thomas S. Denney Jr.; Jovan G. Brankov (ISBI, 2009)

Motion-compensated post-processing of gated cardiac SPECT images using a deformable mesh model. - Thibault Marin; Miles N. Wernick; Yongyi Yang; Jovan G. Brankov (Image Processing, 2009)

Learning of Perceptual Similarity From Expert Readers for Mammogram Retrieval. - Liyang Wei; Yongyi Yang; Miles N. Wernick; Robert M. Nishikawa (IEEE J. Sel. Top. Signal Process., 2009)

Learning a Channelized Observer for Image Quality Assessment. - Jovan G. Brankov; Yongyi Yang; Liyang Wei; Issam El-Naqa; Miles N. Wernick (IEEE Trans. Medical Imaging, 2009)

Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class. - Xin Liu; Deanna L. Langer; Masoom A. Haider; Yongyi Yang; Miles N. Wernick; Imam Samil Yetik (IEEE Trans. Medical Imaging, 2009)

Numerical observer for cardiac motion assessment. - Jovan G. Brankov; Thibault Marin; P. Hendrik Pretorius; Yongyi Yang; Miles N. Wernick (Computational Imaging, 2010)

Gated dynamic image reconstruction using temporal B-splines. - Xiaofeng Niu; Yongyi Yang; Mingwu Jin; Miles N. Wernick (ICIP, 2010)

Motion-compensated reconstruction of gated cardiac SPECT images using a deformable mesh model. - Thibault Marin; Miles N. Wernick; Yongyi Yang; Jovan G. Brankov (ISBI, 2010)

4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model. - Thibault Marin; Miles N. Wernick; Yongyi Yang; Jovan G. Brankov (Image Processing, 2010)

Machine Learning in Medical Imaging. - Miles N. Wernick; Yongyi Yang; Jovan G. Brankov; Grigori Yourganov; Stephen C. Strother (IEEE Signal Process. Mag., 2010)

Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields. - Yusuf Artan; Masoom A. Haider; Deanna L. Langer; Theodorus H. van der Kwast; Andrew J. Evans; Yongyi Yang; Miles N. Wernick; John Trachtenberg; Imam Samil Yetik (IEEE Trans. Image Process., 2010)

Direct reconstruction of parametric images from cardiac gated dynamic spect data. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ICIP, 2011)

Direct parametric reconstruction of gated dynamic cardiac spect. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ISBI, 2011)

Temporal regularization in fully 5D reconstruction of cardiac gated dynamic SPECT images. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ISBI, 2011)

A comparison study of textural features between FFDM and film mammogram images. - Hao Jing; Yongyi Yang; Miles N. Wernick; Laura M. Yarusso; Robert M. Nishikawa (Computer-Aided Diagnosis, 2011)

Dimensionality estimation for optimal detection of functional networks in BOLD fMRI data. - Grigori Yourganov; Xu Chen; Ana S. Lukic; Cheryl L. Grady; Steven L. Small; Miles N. Wernick; Stephen C. Strother (NeuroImage, 2011)

Utility of 4D reconstruction for low-dose cardiac gated SPECT. - Mingwu Jin; Xiaofeng Niu; Wenyuan Qi; Yongyi Yang; Miles N. Wernick; Michael A. King (ISBI, 2012)

4D reconstruction for dual cardiac-respiratory gated SPECT. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; Michael A. King (ICIP, 2013)

Reconstruction with angular compensation in respiratory-gated cardiac SPECT. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2014)

Compensating for limited-angle effect in respiratory-gated cardiac SPECT. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2014)

Exploring perceptually similar cases with multi-dimensional scaling. - Juan Wang 007; Yongyi Yang; Miles N. Wernick; Robert M. Nishikawa (Computer-Aided Diagnosis, 2014)

4D non-local means post-filtering for cardiac gated SPECT. - Chao Song; Yongyi Yang; Wenyuan Qi; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2015)

Compensation of acquisition variations in respiratory-gated SPECT with joint statistical reconstruction. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2015)

Joint motion correction and image reconstruction in respiratory-gated SPECT. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2016)

Optimizing motion correction in reconstruction of respiratory-gated spect. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2016)

An image-retrieval aided diagnosis system for clustered microcalcifications. - Juan Wang 007; Yongyi Yang; Miles N. Wernick; Robert M. Nishikawa (ISBI, 2016)

Reconstruction of respiratory-binned cardiac spect using a robust smoothing prior. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2017)

4D reconstruction of cardiac SPECT using a robust spatialtemporal prior. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2017)

4-D Reconstruction With Respiratory Correction for Gated Myocardial Perfusion SPECT. - Wenyuan Qi; Yongyi Yang; Chao Song; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (IEEE Trans. Medical Imaging, 2017)

Effect of Respiratory Motion Correction in Perfusion Spect Imaging. - Chao Song; Yongyi Yang; Albert J. Ramon; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2018)

Improving perfusion defect detection with respiratory motion compensation in cardiac SPECT. - Chao Song; Yongyi Yang; Albert J. Ramon; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2018)

Approximate 4D Reconstruction of Cardiac-Gated Spect Images Using a Residual Convolutional Neural Network. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2019)

Low-Dose Cardiac-Gated Spect Studies Using a Residual Convolutional Neural Network. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2019)

Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging. - Albert Juan Ramon; Yongyi Yang; P. Hendrik Pretorius; Karen L. Johnson; Michael A. King; Miles N. Wernick (IEEE Trans. Medical Imaging, 2019)

Low-Dose Cardiac-Gated Spect Via a Spatiotemporal Convolutional Neural Network. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2020)

Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks. - Albert Juan Ramon; Yongyi Yang; P. Hendrik Pretorius; Karen L. Johnson; Michael A. King; Miles N. Wernick (IEEE Trans. Medical Imaging, 2020)

A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography. - Andoni I. Garmendia; Yongyi Yang; Chao Song; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2021)

Accounting For Inter-Subject Variations in Deep Learning for Reduced-Dose Studies in Cardiac SPECT. - Junchi Liu; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2021)

Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect Data. - Andoni I. Garmendia; Yongyi Yang; Chao Song; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2021)

Improving Diagnostic Accuracy Of Reduced-Dose Studies With Full-Dose Noise-To-Noise Learning In Cardiac Spect. - Junchi Liu; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2021)

Dose-Blind Denoising With Deep Learning in Cardiac Spect. - Junchi Liu; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2022)

A Study of Deep Learning Networks for Motion Compensation in Cardiac Gated Spect Images. - Xirang Zhang; Álvaro Belloso; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2022)

A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded Network. - Álvaro Belloso; Xirang Zhang; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2022)