Miles N. Wernick

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 22

Top Venues

ICIP

ISBI

IEEE Trans. Medical Imaging

Medical Imaging: Computer-Aided Diagnosis

Publications

Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Dose-Blind Denoising With Deep Learning in Cardiac Spect. ICIP (2022)
Álvaro Belloso, Xirang Zhang, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded Network. ISBI (2022)
Xirang Zhang, Álvaro Belloso, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
A Study of Deep Learning Networks for Motion Compensation in Cardiac Gated Spect Images. ICIP (2022)
Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography. ICIP (2021)
Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect Data. ISBI (2021)
Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Improving Diagnostic Accuracy Of Reduced-Dose Studies With Full-Dose Noise-To-Noise Learning In Cardiac Spect. ISBI (2021)
Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Accounting For Inter-Subject Variations in Deep Learning for Reduced-Dose Studies in Cardiac SPECT. ICIP (2021)
Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick
Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks. IEEE Trans. Medical Imaging 39 (9) (2020)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Low-Dose Cardiac-Gated Spect Via a Spatiotemporal Convolutional Neural Network. ISBI (2020)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Approximate 4D Reconstruction of Cardiac-Gated Spect Images Using a Residual Convolutional Neural Network. ICIP (2019)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Low-Dose Cardiac-Gated Spect Studies Using a Residual Convolutional Neural Network. ISBI (2019)
Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick
Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging. IEEE Trans. Medical Imaging 38 (6) (2019)
Chao Song, Yongyi Yang, Albert J. Ramon, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Improving perfusion defect detection with respiratory motion compensation in cardiac SPECT. ISBI (2018)
Chao Song, Yongyi Yang, Albert J. Ramon, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Effect of Respiratory Motion Correction in Perfusion Spect Imaging. ICIP (2018)
Wenyuan Qi, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
4-D Reconstruction With Respiratory Correction for Gated Myocardial Perfusion SPECT. IEEE Trans. Medical Imaging 36 (8) (2017)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
4D reconstruction of cardiac SPECT using a robust spatialtemporal prior. ISBI (2017)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Reconstruction of respiratory-binned cardiac spect using a robust smoothing prior. ICIP (2017)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Optimizing motion correction in reconstruction of respiratory-gated spect. ISBI (2016)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Joint motion correction and image reconstruction in respiratory-gated SPECT. ICIP (2016)
Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
An image-retrieval aided diagnosis system for clustered microcalcifications. ISBI (2016)
Chao Song, Yongyi Yang, Wenyuan Qi, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
4D non-local means post-filtering for cardiac gated SPECT. ICIP (2015)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Compensation of acquisition variations in respiratory-gated SPECT with joint statistical reconstruction. ISBI (2015)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Compensating for limited-angle effect in respiratory-gated cardiac SPECT. ISBI (2014)
Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
Exploring perceptually similar cases with multi-dimensional scaling. Medical Imaging: Computer-Aided Diagnosis (2014)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Reconstruction with angular compensation in respiratory-gated cardiac SPECT. ICIP (2014)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, Michael A. King
4D reconstruction for dual cardiac-respiratory gated SPECT. ICIP (2013)
Mingwu Jin, Xiaofeng Niu, Wenyuan Qi, Yongyi Yang, Miles N. Wernick, Michael A. King
Utility of 4D reconstruction for low-dose cardiac gated SPECT. ISBI (2012)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Temporal regularization in fully 5D reconstruction of cardiac gated dynamic SPECT images. ISBI (2011)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Direct parametric reconstruction of gated dynamic cardiac spect. ISBI (2011)
Grigori Yourganov, Xu Chen, Ana S. Lukic, Cheryl L. Grady, Steven L. Small, Miles N. Wernick, Stephen C. Strother
Dimensionality estimation for optimal detection of functional networks in BOLD fMRI data. NeuroImage 56 (2) (2011)
Hao Jing, Yongyi Yang, Miles N. Wernick, Laura M. Yarusso, Robert M. Nishikawa
A comparison study of textural features between FFDM and film mammogram images. Medical Imaging: Computer-Aided Diagnosis (2011)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Direct reconstruction of parametric images from cardiac gated dynamic spect data. ICIP (2011)
Jovan G. Brankov, Thibault Marin, P. Hendrik Pretorius, Yongyi Yang, Miles N. Wernick
Numerical observer for cardiac motion assessment. Computational Imaging (2010)
Xiaofeng Niu, Yongyi Yang, Mingwu Jin, Miles N. Wernick
Gated dynamic image reconstruction using temporal B-splines. ICIP (2010)
Miles N. Wernick, Yongyi Yang, Jovan G. Brankov, Grigori Yourganov, Stephen C. Strother
Machine Learning in Medical Imaging. IEEE Signal Process. Mag. 27 (4) (2010)
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
Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields. IEEE Trans. Image Process. 19 (9) (2010)
Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov
Motion-compensated reconstruction of gated cardiac SPECT images using a deformable mesh model. ISBI (2010)
Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov
4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model. Medical Imaging: Image Processing (2010)
Sedat Ozer, Masoom A. Haider, Deanna L. Langer, Theodorus H. van der Kwast, Andrew J. Evans, Miles N. Wernick, John Trachtenberg, Imam Samil Yetik
Prostate Cancer Localization with Multispectral MRI Based on Relevance Vector Machines. ISBI (2009)
Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov
Motion-compensated post-processing of gated cardiac SPECT images using a deformable mesh model. Medical Imaging: Image Processing (2009)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Detectability of Perfusion Defect in Gated Dynamic Cardiac Spect Images. ISBI (2009)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Cardiac perfusion defect detection using gated dynamic SPECT imaging. ICIP (2009)
Yusuf Artan, Deanna L. Langer, Masoom A. Haider, Theodorus H. van der Kwast, Andrew J. Evans, Miles N. Wernick, Imam Samil Yetik
Prostate Cancer Segmentation with Multispectral MRI Using Cost-Sensitive Conditional Random Fields. ISBI (2009)
Jovan G. Brankov, Yongyi Yang, Liyang Wei, Issam El-Naqa, Miles N. Wernick
Learning a Channelized Observer for Image Quality Assessment. IEEE Trans. Medical Imaging 28 (7) (2009)
Felipe M. Parages, Miles N. Wernick, Thomas S. Denney Jr., Jovan G. Brankov
Deformable Mesh Model of Cardiac Motion from Tagged MRI Data. ISBI (2009)
Xin Liu, Deanna L. Langer, Masoom A. Haider, Yongyi Yang, Miles N. Wernick, Imam Samil Yetik
Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class. IEEE Trans. Medical Imaging 28 (6) (2009)
Liyang Wei, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
Learning of Perceptual Similarity From Expert Readers for Mammogram Retrieval. IEEE J. Sel. Top. Signal Process. 3 (1) (2009)
Laurent Chaillou, Imam Samil Yetik, Miles N. Wernick
New methods for fMRI data processing based on locally linear embeddings. Computational Imaging (2008)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
4D reconstruction of cardiac images using temporal fourier basis functions. ICIP (2008)
Xin Liu, Imam Samil Yetik, Miles N. Wernick
Simultaneous estimation of the Markov random field parameters and the classes for image segmentation. ICIP (2008)
Jovan G. Brankov, Ricard Delgado-Gonzalo, Yongyi Yang, Mingwu Jin, Miles N. Wernick
Progress in mesh based spatio-temporal reconstruction. Computational Imaging (2008)
Keivan Majidi, Jovan G. Brankov, Miles N. Wernick
Sampling strategies in multiple-image radiography. ISBI (2008)
Ana S. Lukic, Miles N. Wernick, Yongyi Yang, Lars Kai Hansen, Konstantinos Arfanakis, Stephen C. Strother
Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. IEEE Trans. Medical Imaging 26 (8) (2007)
Mingwu Jin, Yongyi Yang, Miles N. Wernick
Dynamic Image Reconstruction using Temporally Adaptive Regularization for Emission Tomography. ICIP (4) (2007)
Ana S. Lukic, Miles N. Wernick, Dimitris Tzikas, Xu Chen, Aristidis Likas, Nikolas P. Galatsanos, Yongyi Yang, E. Zhao, Stephen C. Strother
Bayesian Kernel Methods for Analysis of Functional Neuroimages. IEEE Trans. Medical Imaging 26 (12) (2007)
Mingwu Jin, Yongyi Yang, Jovan G. Brankov, Miles N. Wernick, Bing Feng, Michael A. King
Four-Dimensional Reconstruction of Gated Cardiac Spect with Attenuation and Scatter Compensation. ISBI (2007)
Keivan Majidi, Jovan G. Brankov, Miles N. Wernick
Tomosynthesis Implementation of Multiple Image Radiography. ISBI (2007)
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
Application of the Multiple Image Radiography Method to Breast Imaging. Digital Mammography / IWDM (2006)
Miles N. Wernick, Yongyi Yang, Jovan G. Brankov, Liyang Wei, Nikolas P. Galatsanos, Issam El-Naqa
Machine learning of human responses to images. Computational Imaging (2006)
Mingwu Jin, Yongyi Yang, Miles N. Wernick, Michael A. King
Motion-compensated dynamic image reconstruction for gated cardiac SPECT. ISBI (2006)
Bruno Marquet, Jovan G. Brankov, Miles N. Wernick
Noise and sampling analysis for multiple-image radiography. ISBI (2006)
Miles N. Wernick, Jovan G. Brankov, Dean Chapman, Yongyi Yang, Gocha Khelashvili, Mark A. Anastasio, Zhong Zhong, Christopher Parham, Jun Li, Carol Muehleman
Progress in multiple-image radiography. Computational Imaging (2006)
Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick
Mammogram Retrieval by Similarity Learning from Experts. ICIP (2006)
Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick
Learning of perceptual similarity from expert readers for mammogram retrieval. ISBI (2006)
Mingwu Jin, Yongyi Yang, Miles N. Wernick
Reconstruction of cardiac-gated dynamic SPECT images. ICIP (3) (2005)
Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick, A. Edwards
Relevance vector machine for automatic detection of clustered microcalcifications. IEEE Trans. Medical Imaging 24 (10) (2005)
Ahmad Abu-Naser, Nikolas P. Galatsanos, Miles N. Wernick
Generalized likelihood ratio test based algorithms for object recognition in photon-limited images. ICIP (3) (2005)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Tomographic image reconstruction based on a content-adaptive mesh model. IEEE Trans. Medical Imaging 23 (2) (2004)
Dimitris Tzikas, Aristidis Likas, Nikolas P. Galatsanos, Ana S. Lukic, Miles N. Wernick
Relevance Vector Machine Analysis of Functional Neuroimages. ISBI (2004)
Miles N. Wernick, Jovan G. Brankov, Alejandro Saiz-Herranz
Noise Analysis for Diffraction Enhanced Imaging. ISBI (2004)
Ana S. Lukic, Miles N. Wernick, Yongyi Yang, Nikolas P. Galatsanos, Stephen C. Strother
Reversible Jump Markov Chain Monte Carlo Signal Detection In Functional Neuroimaging Analysis. ISBI (2004)
Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick
Mammogram Retrieval Based On Incremental Learning. ISBI (2004)
Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Robert M. Nishikawa, Miles N. Wernick
A similarity learning approach to content-based image retrieval: application to digital mammography. IEEE Trans. Medical Imaging 23 (10) (2004)
Dimitris G. Tzikas, Aristidis Likas, Nikolas P. Galatsanos, Ana S. Lukic, Miles N. Wernick
Bayesian regression of functional neuroimages. EUSIPCO (2004)
Miles N. Wernick, Jovan G. Brankov, Dean Chapman, Mark A. Anastasio, Zhong Zhong, Carol Muehleman, Jun Li
Multiple-Image Computed Tomography. ISBI (2004)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Accurate mesh representation of vector-valued (color) images. ICIP (1) (2003)
Yongyi Yang, Miles N. Wernick, Jovan G. Brankov
A fast approach for accurate content-adaptive mesh generation. IEEE Trans. Image Process. 12 (8) (2003)
Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick
Relevance feedback based on incremental learning for mammogram retrieval. ICIP (1) (2003)
Ahmad Abu-Naser, Nikolas P. Galatsanos, Miles N. Wernick
ML and Bayesian impulse restoration based object recognition in photon limited noise. ICIP (2) (2002)
Ana S. Lukic, Miles N. Wernick, Lars Kai Hansen, Jon R. Anderson, Stephen C. Strother
A spatially robust ICA algorithm for multiple fMRI data sets. ISBI (2002)
Miles N. Wernick, Oliver Wirjadi, Dean Chapman, Oral Oltulu, Zhong Zhong, Yongyi Yang
Preliminary investigation of a multiple-image radiography method. ISBI (2002)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Content-adaptive 3D mesh modeling for representation of volumetric images. ICIP (3) (2002)
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos
Content-based image retrieval for digital mammography. ICIP (3) (2002)
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
A support vector machine approach for detection of microcalcifications in mammograms. ICIP (2) (2002)
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
A Support Vector Machine Approach for Detection of Microcalcifications. IEEE Trans. Medical Imaging 21 (11) (2002)
Ana S. Lukic, Lars Kai Hansen, Miles N. Wernick, Stephen C. Strother
An ICA algorithm for analyzing multiple data sets. ICIP (2) (2002)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Content-adaptive mesh modeling for fully-3D tomographic image reconstruction. ICIP (2) (2002)
Ana S. Lukic, Miles N. Wernick, Nikolas P. Galatsanos, Yongyi Yang, Stephen C. Strother
A reversible jump Markov chain Monte Carlo algorithm for analysis of functional neuroimages. ICIP (3) (2002)
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
Support vector machine learning for detection of microcalcifications in mammograms. ISBI (2002)
Jovan G. Brankov, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick
Similarity based clustering using the expectation maximization algorithm. ICIP (1) (2002)
Jovan G. Brankov, Yongyi Yang, Richard M. Leahy, Miles N. Wernick
Multi-modality tomographic image reconstruction using mesh modeling. ISBI (2002)
Ana S. Lukic, Miles N. Wernick, Stephen C. Strother
An evaluation of methods for detecting brain activations from functional neuroimages. Artif. Intell. Medicine 25 (1) (2002)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
A fast algorithm for accurate content-adaptive mesh generation. ICIP (3) (2001)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Tomographic image reconstruction using content-adaptive mesh modeling. ICIP (1) (2001)
Jongmin Lee, Yongyi Yang, Miles N. Wernick
A New Approach for Image-Content Adaptive Mesh Generation. ICIP (2000)
Issam El-Naqa, Miles N. Wernick, Yongyi Yang, Nikolas P. Galatsanos
Image Retrieval Based on Similarity Learning. ICIP (2000)
Manoj V. Narayanan, Michael A. King, Miles N. Wernick, Charles L. Byrne, Edward J. Soares, P. Hendrik Pretorius
Improved image quality and computation reduction in 4D reconstruction of cardiac gated SPECT images. IEEE Trans. Medical Imaging 19 (5) (2000)
Miles N. Wernick, E. James Infusino, Milos Milosevic
Fast Optimal Image Reconstruction for Dynamic PET. IEEE Trans. Medical Imaging 18 (3) (1999)
Jovan G. Brankov, Jaksa Djordjevic, Miles N. Wernick, Nikolas P. Galatsanos
Tomographic Image Reconstruction for Systems with Partially-Known Blur. ICIP (3) (1999)
Ahmad Abu-Naser, Nikolas P. Galatsanos, Miles N. Wernick
Impulse restoration-based template-matching using the expectation-maximization algorithm. ICIP (3) (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Miles N. Wernick