Predrag R. Bakic
Orcid: 0000-0001-7087-0915
According to our database1,
Predrag R. Bakic
authored at least 77 papers
between 1997 and 2021.
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Bibliography
2021
IEEE Trans. Medical Imaging, 2021
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation.
Medical Image Anal., 2021
2020
Comput. Biol. Medicine, 2020
Foveated model observer to predict human search performance on virtual digital breast tomosynthesis phantoms.
Proceedings of the Medical Imaging 2020: Image Perception, 2020
Evaluation of convolutional neural networks for search in 1/f 2.8 filtered noise and digital breast tomosynthesis phantoms.
Proceedings of the Medical Imaging 2020: Image Perception, 2020
2018
Proceedings of the Medical Imaging 2018: Image Perception, 2018
Proceedings of the Medical Imaging 2018: Image Perception, 2018
Proceedings of the 14th International Workshop on Breast Imaging, 2018
Simulation of sequential pathology images for the virtual clinical trials with rad-path correlation.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
IEEE Trans. Medical Imaging, 2017
2016
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Validation of no-reference image quality index for the assessment of digital mammographic images.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Proceedings of the Breast Imaging, 2016
The Effect of Breast Composition on a No-reference Anisotropic Quality Index for Digital Mammography.
Proceedings of the Breast Imaging, 2016
Proceedings of the Breast Imaging, 2016
Virtual Tools for the Evaluation of Breast Imaging: State-of-the Science and Future Directions.
Proceedings of the Breast Imaging, 2016
2015
Description and Characterization of a Novel Method for Partial Volume Simulation in Software Breast Phantoms.
IEEE Trans. Medical Imaging, 2015
Methodology based on genetic heuristics for in-vivo characterizing the patient-specific biomechanical behavior of the breast tissues.
Expert Syst. Appl., 2015
Asymptotic number of Z<sup>3</sup>Δ cells covering C<sup>(1)</sup> surface on uniform grid and complexity of recursive-partitioning simulation of septal tissue regions.
Appl. Math. Comput., 2015
Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
2014
Development and evaluation of a 3D model observer with nonlinear spatiotemporal contrast sensitivity.
CoRR, 2014
Power Spectrum Analysis of an Anthropomorphic Breast Phantom Compared to Patient Data in 2D Digital Mammography and Breast Tomosynthesis.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Correlation between Topological Descriptors of the Breast Ductal Network from Clinical Galactograms and Texture Features of Corresponding Mammograms.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Realistic Simulation of Breast Tissue Microstructure in Software Anthropomorphic Phantoms.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
It Is Hard to See a Needle in a Haystack: Modeling Contrast Masking Effect in a Numerical Observer.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
2013
Integration of spatio-temporal contrast sensitivity with a multi-slice channelized Hotelling observer
CoRR, 2013
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Classifying Ductal Trees Using Geometrical Features and Ensemble Learning Techniques.
Proceedings of the Engineering Applications of Neural Networks, 2013
2012
Segmentation of anatomical branching structures based on texture features and conditional random field.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Is the Outcome of Optimizing the System Acquisition Parameters Sensitive to the Reconstruction Algorithm in Digital Breast Tomosynthesis?
Proceedings of the Breast Imaging, 2012
Filtering of Poisson Noise in Digital Mammography Using Local Statistics and Adaptive Wiener Filter.
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
Effects of Medical Display Luminance, Contrast and Temporal Compensation on CHO Detection Performance at Various Browsing Speeds and on Digital Breast Tomosynthesis Images.
Proceedings of the Breast Imaging, 2012
A Modelling Framework for Evaluation of 2D-Mammography and Breast Tomosynthesis Systems.
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
Evaluation of Various Mammography Phantoms for Image Quality Assessment in Digital Breast Tomosynthesis.
Proceedings of the Breast Imaging, 2012
Performance analysis of EM-MPM and K-means clustering in 3D ultrasound image segmentation.
Proceedings of the 2012 IEEE International Conference on Electro/Information Technology, 2012
2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Segmentation of anatomical branching structures based on texture features and graph cut.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Artificial Intelligence Applications and Innovations, 2011
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
2010
A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
A Comparative Study of Volumetric and Area-Based Breast Density Estimation in Digital Mammography: Results from a Screening Population.
Proceedings of the Digital Mammography, 2010
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.
Proceedings of the Digital Mammography, 2010
Proceedings of the Digital Mammography, 2010
An Anthropomorphic Software Breast Phantom for Tomosynthesis Simulation: Power Spectrum Analysis of Phantom Projections.
Proceedings of the Digital Mammography, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
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, 2009
Breast tissue classification in digital breast tomosynthesis images using texture features: a feasibility study.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Development of an anthropomorphic breast software phantom based on region growing algorithm.
Proceedings of the Medical Imaging 2008: Visualization, 2008
Simulation of tomosynthesis images based on an anthropomorphic software breast tissue phantom.
Proceedings of the Medical Imaging 2008: Visualization, 2008
Texture in digital breast tomosynthesis: a comparison between mammographic and tomographic characterization of parenchymal properties.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Evaluation of 3D Breast Surface Reconstruction Accuracy Using Non-contact Scanner Images: A Phantom Study.
Proceedings of the Digital Mammography, 2008
Evaluating the Effect of Tomosynthesis Acquisition Parameters on Image Texture: A Study Based on an Anthropomorphic Breast Tissue Software Model.
Proceedings of the Digital Mammography, 2008
Digital Breast Tomosynthesis Parenchymal Texture Analysis for Breast Cancer Risk Estimation: A Preliminary Study.
Proceedings of the Digital Mammography, 2008
Analyzing Tree-Like Structures in Biomedical Images Based on Texture and Branching: An Application to Breast Imaging.
Proceedings of the Digital Mammography, 2008
Comparison of Breast Percent Density Estimated from Digital Mammograms and Central Reconstructed Tomosynthesis Slice Images.
Proceedings of the Digital Mammography, 2008
2007
Analysis of texture patterns in medical images with an application to breast imaging.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Analysis of percent density estimates from digital breast tomosynthesis projection images.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
2006
Mammogram registration: a phantom-based evaluation of compressed Breast Thickness variation effects.
IEEE Trans. Medical Imaging, 2006
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
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.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Comparison of breast ductal branching pattern classification using x-ray galactograms and MR autogalactograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Digital Mammography, 2006
Proceedings of the Digital Mammography, 2006
Classification of galactograms using fractal properties of the breast ductal network.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2003
Non-rigid Registration of Mammograms Obtained with Variable Breast Compression: A Phantom Study.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003
1998
Proceedings of the Digital Mammography, 1998
Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998
1997
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997