Predrag R. Bakic

80 papers A* 1B 6Misc 1Journal 13Unranked 58

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Computational Breast Anatomy Simulation Using Multi-Scale Perlin Noise. IEEE Trans. Medical Imaging Bruno Barufaldi, Craig K. Abbey, Miguel A. Lago, Trevor Lewis Vent, Raymond Joseph Acciavatti, Predrag R. Bakic, Andrew D. A. Maidment
2021	J	`jnl`	Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. Medical Image Anal. Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
2020	J	`jnl`	Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation. CoRR Jonas Teuwen, Nikita Moriakov, Christian Fedon, Marco Caballo, Ingrid S. Reiser, Predrag R. Bakic, Eloy García, Oliver Díaz, Koen Michielsen, Ioannis Sechopoulos
2020	—	`conf`	Evaluation of convolutional neural networks for search in 1/f 2.8 filtered noise and digital breast tomosynthesis phantoms. Image Perception, Observer Performance, and Technology Assessment Aditya Jonnalagadda, Miguel A. Lago, Bruno Barufaldi, Predrag R. Bakic, Craig K. Abbey, Andrew D. A. Maidment, Miguel P. Eckstein
2020	—	`conf`	Foveated model observer to predict human search performance on virtual digital breast tomosynthesis phantoms. Image Perception, Observer Performance, and Technology Assessment Miguel A. Lago, Bruno Barufaldi, Predrag R. Bakic, Craig K. Abbey, Andrew D. A. Maidment, Miguel P. Eckstein
2020	J	`jnl`	Spatially localized sparse representations for breast lesion characterization. Comput. Biol. Medicine Keni Zheng, Chelsea Harris, Predrag R. Bakic, Sokratis Makrogiannis
2018	—	`conf`	Developing populations of software breast phantoms for virtual clinical trials. IWBI Bruno Barufaldi, Predrag R. Bakic, David D. Pokrajac, Miguel A. Lago, Andrew D. A. Maidment
2018	—	`conf`	Interactions of lesion detectability and size across single-slice DBT and 3D DBT. Image Perception, Observer Performance, and Technology Assessment Miguel A. Lago, Craig K. Abbey, Bruno Barufaldi, Predrag R. Bakic, Susan P. Weinstein, Andrew D. A. Maidment, Miguel P. Eckstein
2018	—	`conf`	Optimized simulation of breast anatomy for virtual clinical trials. IWBI Predrag R. Bakic, Bruno Barufaldi, David D. Pokrajac, Susan P. Weinstein, Andrew D. A. Maidment
2018	—	`conf`	Restored low-dose digital breast tomosynthesis: a perception study. Image Perception, Observer Performance, and Technology Assessment Lucas R. Borges, Predrag R. Bakic, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira
2018	—	`conf`	Simulation of sequential pathology images for the virtual clinical trials with rad-path correlation. IWBI Predrag R. Bakic, David D. Pokrajac, Michael D. Feldman, Andrew D. A. Maidment
2017	J	`jnl`	Method for Simulating Dose Reduction in Digital Breast Tomosynthesis. IEEE Trans. Medical Imaging Lucas R. Borges, Igor Guerrero, Predrag R. Bakic, Alessandro Foi, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira
2016	—	`conf`	Observer study to evaluate the simulation of mammographic calcification clusters. Image Perception, Observer Performance, and Technology Assessment Maria A. Z. Sousa, Karem D. Marcomini, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel
2016	—	`conf`	Simulation of Breast Anatomy: Bridging the Radiology-Pathology Scale Gap. Digital Mammography / IWDM Predrag R. Bakic, David D. Pokrajac, Rebecca Batiste, Michael D. Feldman, Andrew D. A. Maidment
2016	—	`conf`	Simulation of Dose Reduction in Digital Breast Tomosynthesis. Digital Mammography / IWDM Lucas R. Borges, Igor Guerrero, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Marcelo Andrade da Costa Vieira
2016	—	`conf`	The Effect of Breast Composition on a No-reference Anisotropic Quality Index for Digital Mammography. Digital Mammography / IWDM Bruno Barufaldi, Lucas R. Borges, Marcelo Andrade da Costa Vieira, Salvador Gabarda, Andrew D. A. Maidment, Predrag R. Bakic, David D. Pokrajac, Homero Schiabel
2016	—	`conf`	Validation of no-reference image quality index for the assessment of digital mammographic images. Image Perception, Observer Performance, and Technology Assessment 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
2016	—	`conf`	Virtual Tools for the Evaluation of Breast Imaging: State-of-the Science and Future Directions. Digital Mammography / IWDM Predrag R. Bakic, Kyle J. Myers, Stephen J. Glick, Andrew D. A. Maidment
2015	J	`jnl`	Asymptotic number of Z Appl. Math. Comput. Marko D. Petkovic, Predrag R. Bakic, Andrew D. A. Maidment, David D. Pokrajac
2015	J	`jnl`	Description and Characterization of a Novel Method for Partial Volume Simulation in Software Breast Phantoms. IEEE Trans. Medical Imaging Feiyu Chen, Predrag R. Bakic, Andrew D. A. Maidment, Shane T. Jensen, Xiquan Shi, David D. Pokrajac
2015	J	`jnl`	Methodology based on genetic heuristics for in-vivo characterizing the patient-specific biomechanical behavior of the breast tissues. Expert Syst. Appl. Miguel A. Lago, María José Rupérez, Francisco Martínez-Martínez, Sandra Martínez-Sanchis, Predrag R. Bakic, Carlos Monserrat
2015	B	`conf`	Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography. CBMS Helder Cesar Rodigues de Oliveira, Lucas Rodrigues Borges, Polyana Ferreira Nunes, Predrag R. Bakic, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira
2014	—	`conf`	Correlation between Topological Descriptors of the Breast Ductal Network from Clinical Galactograms and Texture Features of Corresponding Mammograms. Digital Mammography / IWDM 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
2014	J	`jnl`	Development and evaluation of a 3D model observer with nonlinear spatiotemporal contrast sensitivity. CoRR Alireza Nasiri Avanaki, Kathryn S. Espig, Andrew D. A. Maidment, Cédric Marchessoux, Predrag R. Bakic, Tom R. L. Kimpe
2014	—	`conf`	It Is Hard to See a Needle in a Haystack: Modeling Contrast Masking Effect in a Numerical Observer. Digital Mammography / IWDM Alireza Nasiri Avanaki, Kathryn S. Espig, Albert Xthona, Tom R. L. Kimpe, Predrag R. Bakic, Andrew D. A. Maidment
2014	J	`jnl`	It is hard to see a needle in a haystack: Modeling contrast masking effect in a numerical observer. CoRR Alireza Nasiri Avanaki, Kathryn S. Espig, Albert Xthona, Tom R. L. Kimpe, Predrag R. Bakic, Andrew D. A. Maidment
2014	—	`conf`	Power Spectrum Analysis of an Anthropomorphic Breast Phantom Compared to Patient Data in 2D Digital Mammography and Breast Tomosynthesis. Digital Mammography / IWDM Lesley Cockmartin, Predrag R. Bakic, Hilde Bosmans, Andrew D. A. Maidment, Hunter Gall, Moustafa Zerhouni, Nicholas W. Marshall
2014	—	`conf`	Realistic Simulation of Breast Tissue Microstructure in Software Anthropomorphic Phantoms. Digital Mammography / IWDM Predrag R. Bakic, David D. Pokrajac, Raffaele De Caro, Andrew D. A. Maidment
2013	—	`conf`	Classifying Ductal Trees Using Geometrical Features and Ensemble Learning Techniques. EANN (2) Angeliki Skoura, Tatyana Nuzhnaya, Predrag R. Bakic, Vasilis Megalooikonomou
2013	—	`conf`	Detecting and Localizing Tree Nodes in Anatomic Structures of Branching Topology. ICIAR Angeliki Skoura, Tatyana Nuzhnaya, Predrag R. Bakic, Vasilis Megalooikonomou
2013	J	`jnl`	Integration of spatio-temporal contrast sensitivity with a multi-slice channelized Hotelling observer CoRR Alireza Nasiri Avanaki, Kathryn S. Espig, Cédric Marchessoux, Elizabeth A. Krupinski, Predrag R. Bakic, Tom R. L. Kimpe, Andrew D. A. Maidment
2012	—	`conf`	A Directional Small-Scale Tissue Model for an Anthropomorphic Breast Phantom. Digital Mammography / IWDM Ingrid S. Reiser, Beverly A. Lau, Robert M. Nishikawa, Predrag R. Bakic
2012	—	`conf`	A Modelling Framework for Evaluation of 2D-Mammography and Breast Tomosynthesis Systems. Digital Mammography / IWDM 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
2012	—	`ed.`	Breast Imaging - 11th International Workshop, IWDM 2012, Philadelphia, PA, USA, July 8-11, 2012. Proceedings Digital Mammography / IWDM Andrew D. A. Maidment, Predrag R. Bakic, Sara Gavenonis
2012	—	`conf`	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 Cédric Marchessoux, Alireza Nasiri Avanaki, Predrag R. Bakic, Tom Kimpe, Andrew D. A. Maidment
2012	—	`conf`	Evaluation of Various Mammography Phantoms for Image Quality Assessment in Digital Breast Tomosynthesis. Digital Mammography / IWDM Claudia C. Brunner, Raymond Joseph Acciavatti, Predrag R. Bakic, Andrew D. A. Maidment, Mark B. Williams, Richard Kaczmarek, Kish Chakrabarti
2012	—	`conf`	Filtering of Poisson Noise in Digital Mammography Using Local Statistics and Adaptive Wiener Filter. Digital Mammography / IWDM Marcelo Andrade da Costa Vieira, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Nelson D. A. Mascarenhas
2012	—	`conf`	Is the Outcome of Optimizing the System Acquisition Parameters Sensitive to the Reconstruction Algorithm in Digital Breast Tomosynthesis? Digital Mammography / IWDM Rongping Zeng, Subok Park, Predrag R. Bakic, Kyle J. Myers
2012	—	`conf`	Performance analysis of EM-MPM and K-means clustering in 3D ultrasound image segmentation. EIT Huanyi Yang, Lauren A. Christopher, Nebojsa Duric, Erik West, Predrag R. Bakic
2012	B	`conf`	Segmentation of anatomical branching structures based on texture features and conditional random field. Image Processing Tatyana Nuzhnaya, Predrag R. Bakic, Despina Kontos, Vasileios Megalooikonomou, Haibin Ling
2012	—	`conf`	Simulation of Three Material Partial Volume Averaging in a Software Breast Phantom. Digital Mammography / IWDM Feiyu Chen, David D. Pokrajac, Xiquan Shi, Fengshan Liu, Andrew D. A. Maidment, Predrag R. Bakic
2012	—	`conf`	Towards Breast Anatomy Simulation Using GPUs. Digital Mammography / IWDM Joseph H. Chui, David D. Pokrajac, Andrew D. A. Maidment, Predrag R. Bakic
2011	B	`conf`	Automatic detection of regions of interest in mammographic images. Image Processing Erkang Cheng, Haibin Ling, Predrag R. Bakic, Andrew D. A. Maidment, Vasileios Megalooikonomou
2011	Misc	`conf`	Classifying Ductal Tree Structures Using Topological Descriptors of Branching. AIAI Angeliki Skoura, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment
2011	—	`conf`	Learning-Based Vessel Segmentation in Mammographic Images. HISB Erkang Cheng, Shawn McLaughlin, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment, Haibin Ling
2011	—	`conf`	Segmentation of anatomical branching structures based on texture features and graph cut. ISBI Tatyana Nuzhnaya, Erkang Cheng, Haibin Ling, Despina Kontos, Predrag R. Bakic, Vasileios Megalooikonomou
2010	—	`conf`	A Comparative Study of Volumetric and Area-Based Breast Density Estimation in Digital Mammography: Results from a Screening Population. Digital Mammography / IWDM Despina Kontos, Predrag R. Bakic, Raymond Joseph Acciavatti, Emily F. Conant, Andrew D. A. Maidment
2010	—	`conf`	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 Emily F. Conant, Diane Li, Sara Gavenonis, Predrag R. Bakic, Ann-Katherine Carton, Cuiping Zhang, Andrew D. A. Maidment, Despina Kontos
2010	—	`conf`	A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population. Computer-Aided Diagnosis Despina Kontos, Ye Xing, Predrag R. Bakic, Emily F. Conant, Andrew D. A. Maidment
2010	—	`conf`	An Anthropomorphic Software Breast Phantom for Tomosynthesis Simulation: Power Spectrum Analysis of Phantom Projections. Digital Mammography / IWDM Predrag R. Bakic, Beverly A. Lau, Ann-Katherine Carton, Ingrid S. Reiser, Andrew D. A. Maidment, Robert M. Nishikawa
2010	—	`conf`	Analysis of Geometric Accuracy in Digital Breast Tomosynthesis Reconstruction. Digital Mammography / IWDM Predrag R. Bakic, Peter Ringer, Johnny Kuo, Susan Ng, Andrew D. A. Maidment
2010	—	`conf`	Mammographic image classification using histogram intersection. ISBI Erkang Cheng, Nianhua Xie, Haibin Ling, Predrag R. Bakic, Andrew D. A. Maidment, Vasileios Megalooikonomou
2010	—	`conf`	Probabilistic branching node detection using adaboost and hybrid local features. ISBI Tatyana Nuzhnaya, Michael Barnathan, Haibin Ling, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment
2009	J	`jnl`	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 Vasilis Megalooikonomou, Michael Barnathan, Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
2009	—	`conf`	Breast tissue classification in digital breast tomosynthesis images using texture features: a feasibility study. Computer-Aided Diagnosis Despina Kontos, Rachelle Berger, Predrag R. Bakic, Andrew D. A. Maidment
2009	—	`conf`	Probabilistic Branching Node Detection Using Hybrid Local Features. ISBI Haibin Ling, Michael Barnathan, Vasileios Megalooikonomou, Predrag R. Bakic, Andrew D. A. Maidment
2008	—	`conf`	Analyzing Tree-Like Structures in Biomedical Images Based on Texture and Branching: An Application to Breast Imaging. Digital Mammography / IWDM Michael Barnathan, Jingjing Zhang, Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment, Vasileios Megalooikonomou
2008	—	`conf`	Comparison of Breast Percent Density Estimated from Digital Mammograms and Central Reconstructed Tomosynthesis Slice Images. Digital Mammography / IWDM Predrag R. Bakic, Despina Kontos, Andrea B. Troxel, Andrew D. A. Maidment
2008	—	`conf`	Development of an anthropomorphic breast software phantom based on region growing algorithm. Image-Guided Procedures Cuiping Zhang, Predrag R. Bakic, Andrew D. A. Maidment
2008	—	`conf`	Digital Breast Tomosynthesis Parenchymal Texture Analysis for Breast Cancer Risk Estimation: A Preliminary Study. Digital Mammography / IWDM Despina Kontos, Predrag R. Bakic, Andrea B. Troxel, Emily F. Conant, Andrew D. A. Maidment
2008	—	`conf`	Evaluating the Effect of Tomosynthesis Acquisition Parameters on Image Texture: A Study Based on an Anthropomorphic Breast Tissue Software Model. Digital Mammography / IWDM Despina Kontos, Cuiping Zhang, Nicole V. Ruiter, Predrag R. Bakic, Andrew D. A. Maidment
2008	—	`conf`	Evaluation of 3D Breast Surface Reconstruction Accuracy Using Non-contact Scanner Images: A Phantom Study. Digital Mammography / IWDM Cuiping Zhang, Predrag R. Bakic, Shugao Xia, Fengshan Liu, Andrew D. A. Maidment
2008	—	`conf`	Simulation of tomosynthesis images based on an anthropomorphic software breast tissue phantom. Image-Guided Procedures Nicole V. Ruiter, Cuiping Zhang, Predrag R. Bakic, Ann-Katherine Carton, Johnny Kuo, Andrew D. A. Maidment
2008	—	`conf`	Texture in digital breast tomosynthesis: a comparison between mammographic and tomographic characterization of parenchymal properties. Computer-Aided Diagnosis Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
2007	—	`conf`	Analysis of parenchymal texture properties in breast tomosynthesis images. Computer-Aided Diagnosis Despina Kontos, Predrag R. Bakic, Andrew D. A. Maidment
2007	—	`conf`	Analysis of percent density estimates from digital breast tomosynthesis projection images. Computer-Aided Diagnosis Predrag R. Bakic, Despina Kontos, Cuiping Zhang, Martin J. Yaffe, Andrew D. A. Maidment
2007	—	`conf`	Analysis of texture patterns in medical images with an application to breast imaging. Computer-Aided Diagnosis Vasileios Megalooikonomou, Jingjing Zhang, Despina Kontos, Predrag R. Bakic
2007	—	`conf`	Establishing correspondence in mammograms and tomosynthesis projections. Computer-Aided Diagnosis Predrag R. Bakic, Nenad Vujovic, Andrew D. A. Maidment
2006	—	`conf`	2D-to-3D X-Ray Breast Image Registration. WBIR Predrag R. Bakic, Frédéric J. P. Richard, Andrew D. A. Maidment
2006	B	`conf`	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. Image Processing Vasileios Megalooikonomou, Despina Kontos, Joseph Danglemaier, Ailar Javadi, Predrag R. Bakic, Andrew D. A. Maidment
2006	—	`conf`	Classification of galactograms using fractal properties of the breast ductal network. ISBI Despina Kontos, Vasileios Megalooikonomou, Ailar Javadi, Predrag R. Bakic, Andrew D. A. Maidment
2006	—	`conf`	Comparison of Methods for Classification of Breast Ductal Branching Patterns. Digital Mammography / IWDM Predrag R. Bakic, Despina Kontos, Vasileios Megalooikonomou, Mark A. Rosen, Andrew D. A. Maidment
2006	B	`conf`	Comparison of breast ductal branching pattern classification using x-ray galactograms and MR autogalactograms. Image Processing Predrag R. Bakic, Mark A. Rosen, Andrew D. A. Maidment
2006	J	`jnl`	Mammogram registration: a phantom-based evaluation of compressed Breast Thickness variation effects. IEEE Trans. Medical Imaging Frédéric J. P. Richard, Predrag R. Bakic, Andrew D. A. Maidment
2006	—	`conf`	Registration of Mammograms and Breast Tomosynthesis Images. Digital Mammography / IWDM Predrag R. Bakic, Frédéric J. P. Richard, Andrew D. A. Maidment
2003	—	`conf`	Non-rigid Registration of Mammograms Obtained with Variable Breast Compression: A Phantom Study. WBIR Frédéric J. P. Richard, Predrag R. Bakic, Andrew D. A. Maidment
1998	B	`conf`	An Approach to Using a Generalized Breast Model to Segment Digital Mammograms. CBMS Predrag R. Bakic, Dragana Brzakovic, P. Brzakovic, Z. Zhu
1998	—	`conf`	Anatomic Segmentation of Mammograms Via Breast Model. Digital Mammography / IWDM Predrag R. Bakic, Dragana Brzakovic, Z. Zhu
1997	A*	`conf`	A generalized development environment for inspection of web materials. ICRA Dragana Brzakovic, Predrag R. Bakic, Nenad Vujovic, Hamed Sari-Sarraf
1997	—	`conf`	Extension of CNN-Based Multilevel Halftoning to Color Reproduction. ICIP (1) Predrag R. Bakic, Dragana Brzakovic