Jovan G. Brankov

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 9

Top Topics

Image Reconstruction

Active Learning

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

IEEE Trans. Medical Imaging

IEEE Trans. Biomed. Eng.

Publications

Craig K. Abbey, Sourya Sengupta, Weimin Zhou, Andreu Badal, Rongping Zeng, Frank W. Samuelson, Miguel P. Eckstein, Kyle J. Myers, Mark A. Anastasio, Jovan G. Brankov
Analyzing neural networks applied to an anatomical simulation of the breast. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Emil Y. Sidky, Iris Lorente, Jovan G. Brankov, Xiaochuan Pan
Do CNNs Solve the CT Inverse Problem? IEEE Trans. Biomed. Eng. 68 (6) (2021)
Iris Lorente, Craig K. Abbey, Jovan G. Brankov
CNN based anthropomorphic model observer for defect localization. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2021)
Iris Lorente, Craig K. Abbey, Jovan G. Brankov
Understanding CNN based anthropomorphic model observer using classification images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2021)
Iris Lorente, Craig K. Abbey, Jovan G. Brankov
Deep learning based model observer by U-Net. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Veronica C. Torres, Lagnojita Sinha, Chengyue Li, Kenneth M. Tichauer, Jovan G. Brankov
Excised Whole Lymph Node Imaging for Cancer Staging with Angular Restriction Dual Fluorescent Optical Projection Tomography. ISBI (2019)
Francesc Massanes, Alexandre Ba, François O. Bochud, Jovan G. Brankov
Resampling techniques comparison for CHO's performance and uncertainty estimation. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Felipe M. Parages, J. Michael O'Connor, P. Hendrik Pretorius, Jovan G. Brankov
Machine-learning model observer for detection and localization tasks in clinical SPECT-MPI. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Oriol Caudevilla, Jovan G. Brankov
Learning based prior for analyzer-based phase contrast image reconstruction. ISBI (2015)
Thibault Marin, Mahdi M. Kalayeh, Felipe M. Parages, Jovan G. Brankov
Numerical Surrogates for Human Observers in Myocardial Motion Evaluation From SPECT Images. IEEE Trans. Medical Imaging 33 (1) (2014)
Iris Lorente, Jovan G. Brankov
Active learning for image quality assessment by model observer. ISBI (2014)
Francesc Massanes, Jovan G. Brankov
Parallel computation of a SPECT projection operator for a content adaptative mesh model. ISBI (2012)
Jovan G. Brankov
Optimization of the internal noise models for channelized Hotelling observer. ISBI (2011)
Francesc Massanes, Marie Cadennes, Jovan G. Brankov
Compute-unified device architecture implementation of a block-matching algorithm for multiple graphical processing unit cards. J. Electronic Imaging 20 (3) (2011)
Jovan G. Brankov, Thibault Marin, P. Hendrik Pretorius, Yongyi Yang, Miles N. Wernick
Numerical observer for cardiac motion assessment. Computational Imaging (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)
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)
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)
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)
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)
Luis Carlos Cobo Rus, Jovan G. Brankov
Evaluation of Model Based Parametric Image Estimation in Mir. ISBI (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)
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)
Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang, Franck Davoine
Digital watermarking robust to geometric distortions. IEEE Trans. Image Process. 14 (12) (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)
Henry Stark, Jovan G. Brankov
Estimating the standard deviation from extreme Gaussian values. IEEE Signal Process. Lett. 11 (3) (2004)
Miles N. Wernick, Jovan G. Brankov, Alejandro Saiz-Herranz
Noise Analysis for Diffraction Enhanced Imaging. ISBI (2004)
Miles N. Wernick, Jovan G. Brankov, Dean Chapman, Mark A. Anastasio, Zhong Zhong, Carol Muehleman, Jun Li
Multiple-Image Computed Tomography. ISBI (2004)
Yongyi Yang, Jovan G. Brankov, Nikolas P. Galatsanos
Content-adaptive mesh modeling for image restoration. Computational Imaging (2003)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Accurate mesh representation of vector-valued (color) images. ICIP (1) (2003)
Jovan G. Brankov, Yongyi Yang, Nikolas P. Galatsanos
Image restoration using content-adaptive mesh modeling. ICIP (2) (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)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Content-adaptive 3D mesh modeling for representation of volumetric images. ICIP (3) (2002)
Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang
Geometric robust watermarking based on a new mesh model correction approach. ICIP (3) (2002)
Jovan G. Brankov, Yongyi Yang, Miles N. Wernick
Content-adaptive mesh modeling for fully-3D tomographic image reconstruction. ICIP (2) (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)
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)
Jovan G. Brankov, Jaksa Djordjevic, Miles N. Wernick, Nikolas P. Galatsanos
Tomographic Image Reconstruction for Systems with Partially-Known Blur. ICIP (3) (1999)