Predrag R. Bakic

Publication Activity (10 Years)

Years Active: 1997-2021
Publications (10 Years): 22

Top Topics

Clinical Trials

Digital Mammography

Geometrical Features

Top Venues

Digital Mammography / IWDM

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

Publications

Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. Medical Image Anal. 71 (2021)
Bruno Barufaldi, Craig K. Abbey, Miguel A. Lago, Trevor Lewis Vent, Raymond Joseph Acciavatti, Predrag R. Bakic, Andrew D. A. Maidment
Computational Breast Anatomy Simulation Using Multi-Scale Perlin Noise. IEEE Trans. Medical Imaging 40 (12) (2021)
Keni Zheng, Chelsea Harris, Predrag R. Bakic, Sokratis Makrogiannis
Spatially localized sparse representations for breast lesion characterization. Comput. Biol. Medicine 123 (2020)
Miguel A. Lago, Bruno Barufaldi, Predrag R. Bakic, Craig K. Abbey, Andrew D. A. Maidment, Miguel P. Eckstein
Foveated model observer to predict human search performance on virtual digital breast tomosynthesis phantoms. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. CoRR (2020)
Aditya Jonnalagadda, Miguel A. Lago, Bruno Barufaldi, Predrag R. Bakic, Craig K. Abbey, Andrew D. A. Maidment, Miguel P. Eckstein
Evaluation of convolutional neural networks for search in 1/f 2.8 filtered noise and digital breast tomosynthesis phantoms. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Predrag R. Bakic, David D. Pokrajac, Michael D. Feldman, Andrew D. A. Maidment
Simulation of sequential pathology images for the virtual clinical trials with rad-path correlation. IWBI (2018)
Miguel A. Lago, Craig K. Abbey, Bruno Barufaldi, Predrag R. Bakic, Susan P. Weinstein, Andrew D. A. Maidment, Miguel P. Eckstein
Interactions of lesion detectability and size across single-slice DBT and 3D DBT. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Lucas R. Borges, Predrag R. Bakic, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira
Restored low-dose digital breast tomosynthesis: a perception study. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Bruno Barufaldi, Predrag R. Bakic, David D. Pokrajac, Miguel A. Lago, Andrew D. A. Maidment
Developing populations of software breast phantoms for virtual clinical trials. IWBI (2018)
Predrag R. Bakic, Bruno Barufaldi, David D. Pokrajac, Susan P. Weinstein, Andrew D. A. Maidment
Optimized simulation of breast anatomy for virtual clinical trials. IWBI (2018)
Lucas R. Borges, Igor Guerrero, Predrag R. Bakic, Alessandro Foi, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira
Method for Simulating Dose Reduction in Digital Breast Tomosynthesis. IEEE Trans. Medical Imaging 36 (11) (2017)
Predrag R. Bakic, David D. Pokrajac, Rebecca Batiste, Michael D. Feldman, Andrew D. A. Maidment
Simulation of Breast Anatomy: Bridging the Radiology-Pathology Scale Gap. Digital Mammography / IWDM (2016)
Predrag R. Bakic, Kyle J. Myers, Stephen J. Glick, Andrew D. A. Maidment
Virtual Tools for the Evaluation of Breast Imaging: State-of-the Science and Future Directions. Digital Mammography / IWDM (2016)
Helder Cesar Rodigues de Oliveira, Bruno Barufaldi, Lucas R. Borges, Salvador Gabarda, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Marcelo Andrade da Costa Vieira
Validation of no-reference image quality index for the assessment of digital mammographic images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Bruno Barufaldi, Lucas R. Borges, Marcelo Andrade da Costa Vieira, Salvador Gabarda, Andrew D. A. Maidment, Predrag R. Bakic, David D. Pokrajac, Homero Schiabel
The Effect of Breast Composition on a No-reference Anisotropic Quality Index for Digital Mammography. Digital Mammography / IWDM (2016)
Maria A. Z. Sousa, Karem D. Marcomini, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel
Observer study to evaluate the simulation of mammographic calcification clusters. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Lucas R. Borges, Igor Guerrero, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Marcelo Andrade da Costa Vieira
Simulation of Dose Reduction in Digital Breast Tomosynthesis. Digital Mammography / IWDM (2016)
Helder Cesar Rodigues de Oliveira, Lucas Rodrigues Borges, Polyana Ferreira Nunes, Predrag R. Bakic, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira
Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography. CBMS (2015)
Marko D. Petkovic, Predrag R. Bakic, Andrew D. A. Maidment, David D. Pokrajac
surface on uniform grid and complexity of recursive-partitioning simulation of septal tissue regions. Appl. Math. Comput. 252 (2015)
Feiyu Chen, Predrag R. Bakic, Andrew D. A. Maidment, Shane T. Jensen, Xiquan Shi, David D. Pokrajac
Description and Characterization of a Novel Method for Partial Volume Simulation in Software Breast Phantoms. IEEE Trans. Medical Imaging 34 (10) (2015)
Miguel A. Lago, María José Rupérez, Francisco Martínez-Martínez, Sandra Martínez-Sanchis, Predrag R. Bakic, Carlos Monserrat
Methodology based on genetic heuristics for in-vivo characterizing the patient-specific biomechanical behavior of the breast tissues. Expert Syst. Appl. 42 (21) (2015)
Predrag R. Bakic, David D. Pokrajac, Raffaele De Caro, Andrew D. A. Maidment
Realistic Simulation of Breast Tissue Microstructure in Software Anthropomorphic Phantoms. Digital Mammography / IWDM (2014)
Ali N. Avanaki, Kathryn S. Espig, Albert Xthona, Tom R. L. Kimpe, Predrag R. Bakic, Andrew D. A. Maidment
It Is Hard to See a Needle in a Haystack: Modeling Contrast Masking Effect in a Numerical Observer. Digital Mammography / IWDM (2014)
Ali N. Avanaki, Kathryn S. Espig, Albert Xthona, Tom R. L. Kimpe, Predrag R. Bakic, Andrew D. A. Maidment
It is hard to see a needle in a haystack: Modeling contrast masking effect in a numerical observer. CoRR (2014)
Predrag R. Bakic, David D. Pokrajac, Mathew Thomas, Angeliki Skoura, Tatyana Nuzhnaya, Vasileios Megalooikonomou, Brad M. Keller, Yuanjie Zheng, Despina Kontos, James C. Gee, Gilda Cardenosa, Andrew D. A. Maidment
Correlation between Topological Descriptors of the Breast Ductal Network from Clinical Galactograms and Texture Features of Corresponding Mammograms. Digital Mammography / IWDM (2014)
Lesley Cockmartin, Predrag R. Bakic, Hilde Bosmans, Andrew D. A. Maidment, Hunter Gall, Moustafa Zerhouni, Nicholas W. Marshall
Power Spectrum Analysis of an Anthropomorphic Breast Phantom Compared to Patient Data in 2D Digital Mammography and Breast Tomosynthesis. Digital Mammography / IWDM (2014)
Ali N. Avanaki, Kathryn S. Espig, Andrew D. A. Maidment, Cédric Marchessoux, Predrag R. Bakic, Tom R. L. Kimpe
Development and evaluation of a 3D model observer with nonlinear spatiotemporal contrast sensitivity. CoRR (2014)
Angeliki Skoura, Tatyana Nuzhnaya, Predrag R. Bakic, Vasilis Megalooikonomou
Classifying Ductal Trees Using Geometrical Features and Ensemble Learning Techniques. EANN (2) (2013)
Ali N. Avanaki, Kathryn S. Espig, Cédric Marchessoux, Elizabeth A. Krupinski, Predrag R. Bakic, Tom R. L. Kimpe, Andrew D. A. Maidment
Integration of spatio-temporal contrast sensitivity with a multi-slice channelized Hotelling observer CoRR (2013)
Angeliki Skoura, Tatyana Nuzhnaya, Predrag R. Bakic, Vasilis Megalooikonomou
Detecting and Localizing Tree Nodes in Anatomic Structures of Branching Topology. ICIAR (2013)
Cédric Marchessoux, Ali N. Avanaki, Predrag R. Bakic, Tom Kimpe, Andrew D. A. Maidment
Effects of Medical Display Luminance, Contrast and Temporal Compensation on CHO Detection Performance at Various Browsing Speeds and on Digital Breast Tomosynthesis Images. Digital Mammography / IWDM (2012)
Marcelo Andrade da Costa Vieira, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Nelson D. A. Mascarenhas
Filtering of Poisson Noise in Digital Mammography Using Local Statistics and Adaptive Wiener Filter. Digital Mammography / IWDM (2012)
Premkumar Elangovan, Alistair Mackenzie, Oliver Díaz, Alaleh Rashidnasab, David R. Dance, Kenneth C. Young, Lucy M. Warren, Eman Shaheen, Hilde Bosmans, Predrag R. Bakic, Kevin Wells
A Modelling Framework for Evaluation of 2D-Mammography and Breast Tomosynthesis Systems. Digital Mammography / IWDM (2012)
Joseph H. Chui, David D. Pokrajac, Andrew D. A. Maidment, Predrag R. Bakic
Towards Breast Anatomy Simulation Using GPUs. Digital Mammography / IWDM (2012)
Ingrid S. Reiser, Beverly A. Lau, Robert M. Nishikawa, Predrag R. Bakic
A Directional Small-Scale Tissue Model for an Anthropomorphic Breast Phantom. Digital Mammography / IWDM (2012)
Tatyana Nuzhnaya, Predrag R. Bakic, Despina Kontos, Vasileios Megalooikonomou, Haibin Ling
Segmentation of anatomical branching structures based on texture features and conditional random field. Medical Imaging: Image Processing (2012)
Claudia C. Brunner, Raymond Joseph Acciavatti, Predrag R. Bakic, Andrew D. A. Maidment, Mark B. Williams, Richard Kaczmarek, Kish Chakrabarti
Evaluation of Various Mammography Phantoms for Image Quality Assessment in Digital Breast Tomosynthesis. Digital Mammography / IWDM (2012)
Rongping Zeng, Subok Park, Predrag R. Bakic, Kyle J. Myers
Is the Outcome of Optimizing the System Acquisition Parameters Sensitive to the Reconstruction Algorithm in Digital Breast Tomosynthesis? Digital Mammography / IWDM (2012)
Huanyi Yang, Lauren A. Christopher, Nebojsa Duric, Erik West, Predrag R. Bakic
Performance analysis of EM-MPM and K-means clustering in 3D ultrasound image segmentation. EIT (2012)
Feiyu Chen, David D. Pokrajac, Xiquan Shi, Fengshan Liu, Andrew D. A. Maidment, Predrag R. Bakic
Simulation of Three Material Partial Volume Averaging in a Software Breast Phantom. Digital Mammography / IWDM (2012)
Tatyana Nuzhnaya, Erkang Cheng, Haibin Ling, Despina Kontos, Predrag R. Bakic, Vasileios Megalooikonomou
Segmentation of anatomical branching structures based on texture features and graph cut. ISBI (2011)
Erkang Cheng, Haibin Ling, Predrag R. Bakic, Andrew D. A. Maidment, Vasileios Megalooikonomou
Automatic detection of regions of interest in mammographic images. Medical Imaging: Image Processing (2011)
Erkang Cheng, Shawn McLaughlin, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment, Haibin Ling
Learning-Based Vessel Segmentation in Mammographic Images. HISB (2011)
Angeliki Skoura, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment
Classifying Ductal Tree Structures Using Topological Descriptors of Branching. EANN/AIAI (2) (2011)
Predrag R. Bakic, Peter Ringer, Johnny Kuo, Susan Ng, Andrew D. A. Maidment
Analysis of Geometric Accuracy in Digital Breast Tomosynthesis Reconstruction. Digital Mammography / IWDM (2010)
Tatyana Nuzhnaya, Michael Barnathan, Haibin Ling, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment
Probabilistic branching node detection using adaboost and hybrid local features. ISBI (2010)
Erkang Cheng, Nianhua Xie, Haibin Ling, Predrag R. Bakic, Andrew D. A. Maidment, Vasileios Megalooikonomou
Mammographic image classification using histogram intersection. ISBI (2010)
Despina Kontos, Ye Xing, Predrag R. Bakic, Emily F. Conant, Andrew D. A. Maidment
A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population. Medical Imaging: Computer-Aided Diagnosis (2010)
Predrag R. Bakic, Beverly A. Lau, Ann-Katherine Carton, Ingrid S. Reiser, Andrew D. A. Maidment, Robert M. Nishikawa
An Anthropomorphic Software Breast Phantom for Tomosynthesis Simulation: Power Spectrum Analysis of Phantom Projections. Digital Mammography / IWDM (2010)
Emily F. Conant, Diane Li, Sara Gavenonis, Predrag R. Bakic, Ann-Katherine Carton, Cuiping Zhang, Andrew D. A. Maidment, Despina Kontos
A Comparative Study of the Inter-reader Variability of Breast Percent Density Estimation in Digital Mammography: Potential Effect of Reader's Training and Clinical Experience. Digital Mammography / IWDM (2010)
Despina Kontos, Predrag R. Bakic, Raymond Joseph Acciavatti, Emily F. Conant, Andrew D. A. Maidment
A Comparative Study of Volumetric and Area-Based Breast Density Estimation in Digital Mammography: Results from a Screening Population. Digital Mammography / IWDM (2010)
Despina Kontos, Rachelle Berger, Predrag R. Bakic, Andrew D. A. Maidment
Breast tissue classification in digital breast tomosynthesis images using texture features: a feasibility study. Medical Imaging: Computer-Aided Diagnosis (2009)
Vasilis Megalooikonomou, Michael Barnathan, Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
A Representation and Classification Scheme for Tree-Like Structures in Medical Images: Analyzing the Branching Pattern of Ductal Trees in X-ray Galactograms. IEEE Trans. Medical Imaging 28 (4) (2009)
Haibin Ling, Michael Barnathan, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment
Probabilistic Branching Node Detection Using Hybrid Local Features. ISBI (2009)
Nicole V. Ruiter, Cuiping Zhang, Predrag R. Bakic, Ann-Katherine Carton, Johnny Kuo, Andrew D. A. Maidment
Simulation of tomosynthesis images based on an anthropomorphic software breast tissue phantom. Medical Imaging: Image-Guided Procedures (2008)
Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
Texture in digital breast tomosynthesis: a comparison between mammographic and tomographic characterization of parenchymal properties. Medical Imaging: Computer-Aided Diagnosis (2008)
Despina Kontos, Cuiping Zhang, Nicole V. Ruiter, Predrag R. Bakic, Andrew D. A. Maidment
Evaluating the Effect of Tomosynthesis Acquisition Parameters on Image Texture: A Study Based on an Anthropomorphic Breast Tissue Software Model. Digital Mammography / IWDM (2008)
Cuiping Zhang, Predrag R. Bakic, Shugao Xia, Fengshan Liu, Andrew D. A. Maidment
Evaluation of 3D Breast Surface Reconstruction Accuracy Using Non-contact Scanner Images: A Phantom Study. Digital Mammography / IWDM (2008)
Michael Barnathan, Jingjing Zhang, Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment, Vasileios Megalooikonomou
Analyzing Tree-Like Structures in Biomedical Images Based on Texture and Branching: An Application to Breast Imaging. Digital Mammography / IWDM (2008)
Despina Kontos, Predrag R. Bakic, Andrea B. Troxel, Emily F. Conant, Andrew D. A. Maidment
Digital Breast Tomosynthesis Parenchymal Texture Analysis for Breast Cancer Risk Estimation: A Preliminary Study. Digital Mammography / IWDM (2008)
Cuiping Zhang, Predrag R. Bakic, Andrew D. A. Maidment
Development of an anthropomorphic breast software phantom based on region growing algorithm. Medical Imaging: Image-Guided Procedures (2008)
Predrag R. Bakic, Despina Kontos, Andrea B. Troxel, Andrew D. A. Maidment
Comparison of Breast Percent Density Estimated from Digital Mammograms and Central Reconstructed Tomosynthesis Slice Images. Digital Mammography / IWDM (2008)
Predrag R. Bakic, Despina Kontos, Cuiping Zhang, Martin J. Yaffe, Andrew D. A. Maidment
Analysis of percent density estimates from digital breast tomosynthesis projection images. Medical Imaging: Computer-Aided Diagnosis (2007)
Predrag R. Bakic, Nenad Vujovic, Andrew D. A. Maidment
Establishing correspondence in mammograms and tomosynthesis projections. Medical Imaging: Computer-Aided Diagnosis (2007)
Vasileios Megalooikonomou, Jingjing Zhang, Despina Kontos, Predrag R. Bakic
Analysis of texture patterns in medical images with an application to breast imaging. Medical Imaging: Computer-Aided Diagnosis (2007)
Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
Analysis of parenchymal texture properties in breast tomosynthesis images. Medical Imaging: Computer-Aided Diagnosis (2007)
Frédéric J. P. Richard, Predrag R. Bakic, Andrew D. A. Maidment
Mammogram registration: a phantom-based evaluation of compressed Breast Thickness variation effects. IEEE Trans. Medical Imaging 25 (2) (2006)
Predrag R. Bakic, Despina Kontos, Vasileios Megalooikonomou, Mark A. Rosen, Andrew D. A. Maidment
Comparison of Methods for Classification of Breast Ductal Branching Patterns. Digital Mammography / IWDM (2006)
Vasileios Megalooikonomou, Despina Kontos, Joseph Danglemaier, Ailar Javadi, Predrag R. Bakic, Andrew D. A. Maidment
A representation and classification scheme for tree-like structures in medical images: an application on branching pattern analysis of ductal trees in x-ray galactograms. Medical Imaging: Image Processing (2006)
Predrag R. Bakic, Mark A. Rosen, Andrew D. A. Maidment
Comparison of breast ductal branching pattern classification using x-ray galactograms and MR autogalactograms. Medical Imaging: Image Processing (2006)
Predrag R. Bakic, Frédéric J. P. Richard, Andrew D. A. Maidment
2D-to-3D X-Ray Breast Image Registration. WBIR (2006)
Despina Kontos, Vasileios Megalooikonomou, Ailar Javadi, Predrag R. Bakic, Andrew D. A. Maidment
Classification of galactograms using fractal properties of the breast ductal network. ISBI (2006)
Predrag R. Bakic, Frédéric J. P. Richard, Andrew D. A. Maidment
Registration of Mammograms and Breast Tomosynthesis Images. Digital Mammography / IWDM (2006)
Frédéric J. P. Richard, Predrag R. Bakic, Andrew D. A. Maidment
Non-rigid Registration of Mammograms Obtained with Variable Breast Compression: A Phantom Study. WBIR (2003)
Predrag R. Bakic, Dragana Brzakovic, Z. Zhu
Anatomic Segmentation of Mammograms Via Breast Model. Digital Mammography / IWDM (1998)
Predrag R. Bakic, Dragana Brzakovic, P. Brzakovic, Z. Zhu
An Approach to Using a Generalized Breast Model to Segment Digital Mammograms. CBMS (1998)
Dragana Brzakovic, Predrag R. Bakic, Nenad Vujovic, Hamed Sari-Sarraf
A generalized development environment for inspection of web materials. ICRA (1997)
Predrag R. Bakic, Dragana Brzakovic
Extension of CNN-Based Multilevel Halftoning to Color Reproduction. ICIP (1) (1997)